id	sid	tid	token	lemma	pos
ajst-1051	1	1	academic	academic	ADJ
ajst-1051	1	2	journal	journal	NOUN
ajst-1051	1	3	of	of	ADP
ajst-1051	1	4	science	science	NOUN
ajst-1051	1	5	and	and	CCONJ
ajst-1051	1	6	technology	technology	NOUN
ajst-1051	1	7	issn	issn	NOUN
ajst-1051	1	8	:	:	PUNCT
ajst-1051	1	9	2771	2771	NUM
ajst-1051	1	10	-	-	SYM
ajst-1051	1	11	3032	3032	NUM
ajst-1051	1	12	|	|	NOUN
ajst-1051	1	13	vol	vol	NOUN
ajst-1051	1	14	.	.	PROPN
ajst-1051	2	1	2	2	NUM
ajst-1051	2	2	,	,	PUNCT
ajst-1051	2	3	no	no	INTJ
ajst-1051	2	4	.	.	NOUN
ajst-1051	2	5	2	2	NUM
ajst-1051	2	6	,	,	PUNCT
ajst-1051	2	7	2022	2022	NUM
ajst-1051	2	8	6	6	NUM
ajst-1051	2	9	research	research	NOUN
ajst-1051	2	10	on	on	ADP
ajst-1051	2	11	cloud	cloud	ADJ
ajst-1051	2	12	storage	storage	NOUN
ajst-1051	2	13	technology	technology	NOUN
ajst-1051	2	14	in	in	ADP
ajst-1051	2	15	digital	digital	ADJ
ajst-1051	2	16	campus	campus	NOUN
ajst-1051	2	17	big	big	ADJ
ajst-1051	2	18	data	datum	NOUN
ajst-1051	2	19	scenario	scenario	NOUN
ajst-1051	2	20	chao	chao	PROPN
ajst-1051	2	21	huang	huang	PROPN
ajst-1051	2	22	liuzhou	liuzhou	PROPN
ajst-1051	2	23	city	city	PROPN
ajst-1051	2	24	vocational	vocational	PROPN
ajst-1051	2	25	college	college	PROPN
ajst-1051	2	26	,	,	PUNCT
ajst-1051	2	27	liuzhou	liuzhou	NOUN
ajst-1051	2	28	,	,	PUNCT
ajst-1051	2	29	guangxi	guangxi	PROPN
ajst-1051	2	30	545036	545036	NUM
ajst-1051	2	31	,	,	PUNCT
ajst-1051	2	32	china	china	PROPN
ajst-1051	2	33	abstract	abstract	NOUN
ajst-1051	2	34	:	:	PUNCT
ajst-1051	2	35	realizing	realize	VERB
ajst-1051	2	36	campus	campus	NOUN
ajst-1051	2	37	intelligent	intelligent	ADJ
ajst-1051	2	38	management	management	NOUN
ajst-1051	2	39	and	and	CCONJ
ajst-1051	2	40	service	service	NOUN
ajst-1051	2	41	mode	mode	NOUN
ajst-1051	2	42	by	by	ADP
ajst-1051	2	43	combining	combine	VERB
ajst-1051	2	44	cloud	cloud	ADJ
ajst-1051	2	45	storage	storage	NOUN
ajst-1051	2	46	technology	technology	NOUN
ajst-1051	2	47	is	be	AUX
ajst-1051	2	48	the	the	DET
ajst-1051	2	49	focus	focus	NOUN
ajst-1051	2	50	of	of	ADP
ajst-1051	2	51	current	current	ADJ
ajst-1051	2	52	research	research	NOUN
ajst-1051	2	53	in	in	ADP
ajst-1051	2	54	digital	digital	ADJ
ajst-1051	2	55	campus	campus	NOUN
ajst-1051	2	56	construction	construction	NOUN
ajst-1051	2	57	work	work	NOUN
ajst-1051	2	58	.	.	PUNCT
ajst-1051	3	1	by	by	ADP
ajst-1051	3	2	analyzing	analyze	VERB
ajst-1051	3	3	the	the	DET
ajst-1051	3	4	it	it	PRON
ajst-1051	3	5	development	development	NOUN
ajst-1051	3	6	trend	trend	NOUN
ajst-1051	3	7	of	of	ADP
ajst-1051	3	8	digital	digital	ADJ
ajst-1051	3	9	campus	campus	NOUN
ajst-1051	3	10	,	,	PUNCT
ajst-1051	3	11	the	the	DET
ajst-1051	3	12	defective	defective	ADJ
ajst-1051	3	13	problems	problem	NOUN
ajst-1051	3	14	of	of	ADP
ajst-1051	3	15	traditional	traditional	ADJ
ajst-1051	3	16	storage	storage	NOUN
ajst-1051	3	17	system	system	NOUN
ajst-1051	3	18	,	,	PUNCT
ajst-1051	3	19	from	from	ADP
ajst-1051	3	20	the	the	DET
ajst-1051	3	21	architecture	architecture	NOUN
ajst-1051	3	22	design	design	NOUN
ajst-1051	3	23	and	and	CCONJ
ajst-1051	3	24	platform	platform	NOUN
ajst-1051	3	25	construction	construction	NOUN
ajst-1051	3	26	of	of	ADP
ajst-1051	3	27	cloud	cloud	ADJ
ajst-1051	3	28	storage	storage	NOUN
ajst-1051	3	29	system	system	NOUN
ajst-1051	3	30	for	for	ADP
ajst-1051	3	31	digital	digital	ADJ
ajst-1051	3	32	campus	campus	NOUN
ajst-1051	3	33	,	,	PUNCT
ajst-1051	3	34	we	we	PRON
ajst-1051	3	35	propose	propose	VERB
ajst-1051	3	36	a	a	DET
ajst-1051	3	37	cloud	cloud	ADJ
ajst-1051	3	38	storage	storage	NOUN
ajst-1051	3	39	construction	construction	NOUN
ajst-1051	3	40	scheme	scheme	NOUN
ajst-1051	3	41	for	for	ADP
ajst-1051	3	42	campus	campus	NOUN
ajst-1051	3	43	big	big	ADJ
ajst-1051	3	44	data	datum	NOUN
ajst-1051	3	45	scenario	scenario	NOUN
ajst-1051	3	46	,	,	PUNCT
ajst-1051	3	47	and	and	CCONJ
ajst-1051	3	48	discuss	discuss	VERB
ajst-1051	3	49	the	the	DET
ajst-1051	3	50	application	application	NOUN
ajst-1051	3	51	of	of	ADP
ajst-1051	3	52	virtualization	virtualization	NOUN
ajst-1051	3	53	,	,	PUNCT
ajst-1051	3	54	streamlined	streamlined	ADJ
ajst-1051	3	55	configuration	configuration	NOUN
ajst-1051	3	56	,	,	PUNCT
ajst-1051	3	57	storage	storage	NOUN
ajst-1051	3	58	optimization	optimization	NOUN
ajst-1051	3	59	and	and	CCONJ
ajst-1051	3	60	other	other	ADJ
ajst-1051	3	61	technologies	technology	NOUN
ajst-1051	3	62	in	in	ADP
ajst-1051	3	63	cloud	cloud	NOUN
ajst-1051	3	64	storage	storage	NOUN
ajst-1051	3	65	.	.	PUNCT
ajst-1051	4	1	the	the	DET
ajst-1051	4	2	cloud	cloud	PROPN
ajst-1051	4	3	storage	storage	NOUN
ajst-1051	4	4	technology	technology	NOUN
ajst-1051	4	5	is	be	AUX
ajst-1051	4	6	applied	apply	VERB
ajst-1051	4	7	in	in	ADP
ajst-1051	4	8	the	the	DET
ajst-1051	4	9	construction	construction	NOUN
ajst-1051	4	10	of	of	ADP
ajst-1051	4	11	digital	digital	ADJ
ajst-1051	4	12	campus	campus	NOUN
ajst-1051	4	13	,	,	PUNCT
ajst-1051	4	14	which	which	PRON
ajst-1051	4	15	strongly	strongly	ADV
ajst-1051	4	16	accelerates	accelerate	VERB
ajst-1051	4	17	the	the	DET
ajst-1051	4	18	process	process	NOUN
ajst-1051	4	19	of	of	ADP
ajst-1051	4	20	digital	digital	ADJ
ajst-1051	4	21	campus	campus	NOUN
ajst-1051	4	22	informatization	informatization	NOUN
ajst-1051	4	23	.	.	PUNCT
ajst-1051	5	1	keywords	keyword	NOUN
ajst-1051	5	2	:	:	PUNCT
ajst-1051	5	3	digital	digital	ADJ
ajst-1051	5	4	campus	campus	NOUN
ajst-1051	5	5	,	,	PUNCT
ajst-1051	5	6	cloud	cloud	NOUN
ajst-1051	5	7	storage	storage	NOUN
ajst-1051	5	8	,	,	PUNCT
ajst-1051	5	9	virtualization	virtualization	NOUN
ajst-1051	5	10	,	,	PUNCT
ajst-1051	5	11	big	big	ADJ
ajst-1051	5	12	data	datum	NOUN
ajst-1051	5	13	.	.	PUNCT
ajst-1051	6	1	1	1	X
ajst-1051	6	2	.	.	X
ajst-1051	6	3	introduction	introduction	NOUN
ajst-1051	6	4	the	the	DET
ajst-1051	6	5	digital	digital	ADJ
ajst-1051	6	6	campus	campus	NOUN
ajst-1051	6	7	network	network	NOUN
ajst-1051	6	8	has	have	AUX
ajst-1051	6	9	become	become	VERB
ajst-1051	6	10	an	an	DET
ajst-1051	6	11	important	important	ADJ
ajst-1051	6	12	resource	resource	NOUN
ajst-1051	6	13	sharing	sharing	NOUN
ajst-1051	6	14	and	and	CCONJ
ajst-1051	6	15	collaboration	collaboration	NOUN
ajst-1051	6	16	platform	platform	NOUN
ajst-1051	6	17	for	for	ADP
ajst-1051	6	18	universities	university	NOUN
ajst-1051	6	19	,	,	PUNCT
ajst-1051	6	20	and	and	CCONJ
ajst-1051	6	21	all	all	DET
ajst-1051	6	22	kinds	kind	NOUN
ajst-1051	6	23	of	of	ADP
ajst-1051	6	24	informatization	informatization	NOUN
ajst-1051	6	25	services	service	NOUN
ajst-1051	6	26	are	be	AUX
ajst-1051	6	27	deployed	deploy	VERB
ajst-1051	6	28	on	on	ADP
ajst-1051	6	29	the	the	DET
ajst-1051	6	30	campus	campus	NOUN
ajst-1051	6	31	network	network	NOUN
ajst-1051	6	32	,	,	PUNCT
ajst-1051	6	33	which	which	PRON
ajst-1051	6	34	greatly	greatly	ADV
ajst-1051	6	35	improves	improve	VERB
ajst-1051	6	36	the	the	DET
ajst-1051	6	37	construction	construction	NOUN
ajst-1051	6	38	,	,	PUNCT
ajst-1051	6	39	management	management	NOUN
ajst-1051	6	40	and	and	CCONJ
ajst-1051	6	41	services	service	NOUN
ajst-1051	6	42	of	of	ADP
ajst-1051	6	43	the	the	DET
ajst-1051	6	44	university	university	NOUN
ajst-1051	6	45	.	.	PUNCT
ajst-1051	7	1	big	big	ADJ
ajst-1051	7	2	data	datum	NOUN
ajst-1051	7	3	in	in	ADP
ajst-1051	7	4	the	the	DET
ajst-1051	7	5	campus	campus	NOUN
ajst-1051	7	6	in	in	ADP
ajst-1051	7	7	the	the	DET
ajst-1051	7	8	5	5	NUM
ajst-1051	7	9	g	g	NOUN
ajst-1051	7	10	era	era	NOUN
ajst-1051	7	11	comes	come	VERB
ajst-1051	7	12	from	from	ADP
ajst-1051	7	13	human	human	ADJ
ajst-1051	7	14	users	user	NOUN
ajst-1051	7	15	and	and	CCONJ
ajst-1051	7	16	the	the	DET
ajst-1051	7	17	device	device	NOUN
ajst-1051	7	18	side	side	NOUN
ajst-1051	7	19	of	of	ADP
ajst-1051	7	20	computing	computing	NOUN
ajst-1051	7	21	devices	device	NOUN
ajst-1051	7	22	,	,	PUNCT
ajst-1051	7	23	mobile	mobile	ADJ
ajst-1051	7	24	devices	device	NOUN
ajst-1051	7	25	,	,	PUNCT
ajst-1051	7	26	cameras	camera	NOUN
ajst-1051	7	27	,	,	PUNCT
ajst-1051	7	28	etc.[1	etc.[1	PROPN
ajst-1051	7	29	]	]	PUNCT
ajst-1051	7	30	.	.	PUNCT
ajst-1051	8	1	digital	digital	ADJ
ajst-1051	8	2	campus	campus	NOUN
ajst-1051	8	3	construction	construction	NOUN
ajst-1051	8	4	collects	collect	VERB
ajst-1051	8	5	,	,	PUNCT
ajst-1051	8	6	cleans	clean	NOUN
ajst-1051	8	7	,	,	PUNCT
ajst-1051	8	8	processes	process	NOUN
ajst-1051	8	9	,	,	PUNCT
ajst-1051	8	10	mines	mine	NOUN
ajst-1051	8	11	and	and	CCONJ
ajst-1051	8	12	analyzes	analyze	VERB
ajst-1051	8	13	data	datum	NOUN
ajst-1051	8	14	from	from	ADP
ajst-1051	8	15	various	various	ADJ
ajst-1051	8	16	fields	field	NOUN
ajst-1051	8	17	such	such	ADJ
ajst-1051	8	18	as	as	ADP
ajst-1051	8	19	teaching	teaching	NOUN
ajst-1051	8	20	,	,	PUNCT
ajst-1051	8	21	research	research	NOUN
ajst-1051	8	22	and	and	CCONJ
ajst-1051	8	23	management	management	NOUN
ajst-1051	8	24	,	,	PUNCT
ajst-1051	8	25	so	so	SCONJ
ajst-1051	8	26	that	that	SCONJ
ajst-1051	8	27	various	various	ADJ
ajst-1051	8	28	resources	resource	NOUN
ajst-1051	8	29	can	can	AUX
ajst-1051	8	30	be	be	AUX
ajst-1051	8	31	fully	fully	ADV
ajst-1051	8	32	utilized	utilize	VERB
ajst-1051	8	33	and	and	CCONJ
ajst-1051	8	34	shared	share	VERB
ajst-1051	8	35	,	,	PUNCT
ajst-1051	8	36	thus	thus	ADV
ajst-1051	8	37	realizing	realize	VERB
ajst-1051	8	38	campus	campus	NOUN
ajst-1051	8	39	networking	networking	NOUN
ajst-1051	8	40	,	,	PUNCT
ajst-1051	8	41	digitalization	digitalization	NOUN
ajst-1051	8	42	and	and	CCONJ
ajst-1051	8	43	intelligent	intelligent	ADJ
ajst-1051	8	44	services	service	NOUN
ajst-1051	8	45	.	.	PUNCT
ajst-1051	9	1	researching	research	VERB
ajst-1051	9	2	data	datum	NOUN
ajst-1051	9	3	storage	storage	NOUN
ajst-1051	9	4	in	in	ADP
ajst-1051	9	5	the	the	DET
ajst-1051	9	6	big	big	ADJ
ajst-1051	9	7	data	data	PROPN
ajst-1051	9	8	scenario	scenario	NOUN
ajst-1051	9	9	of	of	ADP
ajst-1051	9	10	digital	digital	ADJ
ajst-1051	9	11	campus	campus	NOUN
ajst-1051	9	12	is	be	AUX
ajst-1051	9	13	an	an	DET
ajst-1051	9	14	important	important	ADJ
ajst-1051	9	15	task	task	NOUN
ajst-1051	9	16	in	in	ADP
ajst-1051	9	17	the	the	DET
ajst-1051	9	18	current	current	ADJ
ajst-1051	9	19	digital	digital	ADJ
ajst-1051	9	20	campus	campus	NOUN
ajst-1051	9	21	construction	construction	NOUN
ajst-1051	9	22	.	.	PUNCT
ajst-1051	10	1	2	2	X
ajst-1051	10	2	.	.	X
ajst-1051	10	3	digital	digital	ADJ
ajst-1051	10	4	campus	campus	NOUN
ajst-1051	10	5	it	it	PRON
ajst-1051	10	6	trends	trend	NOUN
ajst-1051	10	7	.	.	PUNCT
ajst-1051	11	1	2.1	2.1	NUM
ajst-1051	11	2	.	.	PUNCT
ajst-1051	11	3	smart	smart	ADJ
ajst-1051	11	4	device	device	NOUN
ajst-1051	11	5	era	era	NOUN
ajst-1051	11	6	it	it	PRON
ajst-1051	11	7	devices	device	NOUN
ajst-1051	11	8	are	be	AUX
ajst-1051	11	9	fully	fully	ADV
ajst-1051	11	10	customizable	customizable	ADJ
ajst-1051	11	11	and	and	CCONJ
ajst-1051	11	12	can	can	AUX
ajst-1051	11	13	be	be	AUX
ajst-1051	11	14	preconfigured	preconfigure	VERB
ajst-1051	11	15	so	so	SCONJ
ajst-1051	11	16	that	that	SCONJ
ajst-1051	11	17	when	when	SCONJ
ajst-1051	11	18	users	user	NOUN
ajst-1051	11	19	use	use	VERB
ajst-1051	11	20	them	they	PRON
ajst-1051	11	21	,	,	PUNCT
ajst-1051	11	22	it	it	PRON
ajst-1051	11	23	takes	take	VERB
ajst-1051	11	24	minutes	minute	NOUN
ajst-1051	11	25	or	or	CCONJ
ajst-1051	11	26	hours	hour	NOUN
ajst-1051	11	27	to	to	PART
ajst-1051	11	28	put	put	VERB
ajst-1051	11	29	them	they	PRON
ajst-1051	11	30	to	to	PART
ajst-1051	11	31	work	work	VERB
ajst-1051	11	32	,	,	PUNCT
ajst-1051	11	33	rather	rather	ADV
ajst-1051	11	34	than	than	ADP
ajst-1051	11	35	days	day	NOUN
ajst-1051	11	36	.	.	PUNCT
ajst-1051	12	1	this	this	PRON
ajst-1051	12	2	greatly	greatly	ADV
ajst-1051	12	3	improves	improve	VERB
ajst-1051	12	4	the	the	DET
ajst-1051	12	5	deployment	deployment	NOUN
ajst-1051	12	6	of	of	ADP
ajst-1051	12	7	applications	application	NOUN
ajst-1051	12	8	.	.	PUNCT
ajst-1051	13	1	this	this	PRON
ajst-1051	13	2	greatly	greatly	ADV
ajst-1051	13	3	improves	improve	VERB
ajst-1051	13	4	the	the	DET
ajst-1051	13	5	efficiency	efficiency	NOUN
ajst-1051	13	6	of	of	ADP
ajst-1051	13	7	application	application	NOUN
ajst-1051	13	8	deployment	deployment	NOUN
ajst-1051	13	9	.	.	PUNCT
ajst-1051	14	1	2.2	2.2	NUM
ajst-1051	14	2	.	.	PUNCT
ajst-1051	15	1	infrastructure	infrastructure	NOUN
ajst-1051	15	2	optimization	optimization	NOUN
ajst-1051	15	3	and	and	CCONJ
ajst-1051	15	4	resilience	resilience	NOUN
ajst-1051	15	5	the	the	DET
ajst-1051	15	6	closed	closed	ADJ
ajst-1051	15	7	and	and	CCONJ
ajst-1051	15	8	rigid	rigid	ADJ
ajst-1051	15	9	nature	nature	NOUN
ajst-1051	15	10	of	of	ADP
ajst-1051	15	11	traditional	traditional	ADJ
ajst-1051	15	12	infrastructure	infrastructure	NOUN
ajst-1051	15	13	brings	bring	VERB
ajst-1051	15	14	problems	problem	NOUN
ajst-1051	15	15	such	such	ADJ
ajst-1051	15	16	as	as	ADP
ajst-1051	15	17	expensive	expensive	ADJ
ajst-1051	15	18	and	and	CCONJ
ajst-1051	15	19	low	low	ADJ
ajst-1051	15	20	utilization	utilization	NOUN
ajst-1051	15	21	of	of	ADP
ajst-1051	15	22	it	it	PRON
ajst-1051	15	23	infrastructure	infrastructure	NOUN
ajst-1051	15	24	.	.	PUNCT
ajst-1051	16	1	transforming	transform	VERB
ajst-1051	16	2	traditional	traditional	ADJ
ajst-1051	16	3	infrastructure	infrastructure	NOUN
ajst-1051	16	4	into	into	ADP
ajst-1051	16	5	modular	modular	ADJ
ajst-1051	16	6	,	,	PUNCT
ajst-1051	16	7	developmental	developmental	ADJ
ajst-1051	16	8	,	,	PUNCT
ajst-1051	16	9	scalable	scalable	ADJ
ajst-1051	16	10	,	,	PUNCT
ajst-1051	16	11	and	and	CCONJ
ajst-1051	16	12	programmable	programmable	ADJ
ajst-1051	16	13	infrastructure	infrastructure	NOUN
ajst-1051	16	14	through	through	ADP
ajst-1051	16	15	consolidation	consolidation	NOUN
ajst-1051	16	16	,	,	PUNCT
ajst-1051	16	17	virtualization	virtualization	NOUN
ajst-1051	16	18	,	,	PUNCT
ajst-1051	16	19	automation	automation	NOUN
ajst-1051	16	20	,	,	PUNCT
ajst-1051	16	21	and	and	CCONJ
ajst-1051	16	22	sharing	sharing	NOUN
ajst-1051	16	23	can	can	AUX
ajst-1051	16	24	effectively	effectively	ADV
ajst-1051	16	25	improve	improve	VERB
ajst-1051	16	26	utilization	utilization	NOUN
ajst-1051	16	27	as	as	ADV
ajst-1051	16	28	well	well	ADV
ajst-1051	16	29	as	as	ADP
ajst-1051	16	30	optimize	optimize	VERB
ajst-1051	16	31	infrastructure	infrastructure	NOUN
ajst-1051	16	32	and	and	CCONJ
ajst-1051	16	33	bring	bring	VERB
ajst-1051	16	34	more	more	ADJ
ajst-1051	16	35	flexibility	flexibility	NOUN
ajst-1051	16	36	.	.	PUNCT
ajst-1051	17	1	with	with	ADP
ajst-1051	17	2	the	the	DET
ajst-1051	17	3	rapid	rapid	ADJ
ajst-1051	17	4	spread	spread	NOUN
ajst-1051	17	5	of	of	ADP
ajst-1051	17	6	big	big	ADJ
ajst-1051	17	7	data	datum	NOUN
ajst-1051	17	8	analytics	analytic	NOUN
ajst-1051	17	9	platforms	platform	NOUN
ajst-1051	17	10	and	and	CCONJ
ajst-1051	17	11	applications	application	NOUN
ajst-1051	17	12	,	,	PUNCT
ajst-1051	17	13	data	datum	NOUN
ajst-1051	17	14	collection	collection	NOUN
ajst-1051	17	15	and	and	CCONJ
ajst-1051	17	16	processing	processing	NOUN
ajst-1051	17	17	and	and	CCONJ
ajst-1051	17	18	analysis	analysis	NOUN
ajst-1051	17	19	are	be	AUX
ajst-1051	17	20	done	do	VERB
ajst-1051	17	21	quickly	quickly	ADV
ajst-1051	17	22	and	and	CCONJ
ajst-1051	17	23	cheaply	cheaply	ADV
ajst-1051	17	24	,	,	PUNCT
ajst-1051	17	25	requiring	require	VERB
ajst-1051	17	26	an	an	DET
ajst-1051	17	27	inexpensive	inexpensive	ADJ
ajst-1051	17	28	infrastructure	infrastructure	NOUN
ajst-1051	17	29	with	with	ADP
ajst-1051	17	30	super	super	ADJ
ajst-1051	17	31	computing	compute	VERB
ajst-1051	17	32	power	power	NOUN
ajst-1051	17	33	as	as	ADV
ajst-1051	17	34	well	well	ADV
ajst-1051	17	35	as	as	ADP
ajst-1051	17	36	unlimited	unlimited	ADJ
ajst-1051	17	37	storage	storage	NOUN
ajst-1051	17	38	.	.	PUNCT
ajst-1051	18	1	the	the	DET
ajst-1051	18	2	solution	solution	NOUN
ajst-1051	18	3	is	be	AUX
ajst-1051	18	4	to	to	PART
ajst-1051	18	5	use	use	VERB
ajst-1051	18	6	cloud	cloud	NOUN
ajst-1051	18	7	computing	compute	VERB
ajst-1051	18	8	technology	technology	NOUN
ajst-1051	18	9	to	to	PART
ajst-1051	18	10	build	build	VERB
ajst-1051	18	11	clusters	cluster	NOUN
ajst-1051	18	12	that	that	PRON
ajst-1051	18	13	form	form	VERB
ajst-1051	18	14	dynamic	dynamic	ADJ
ajst-1051	18	15	,	,	PUNCT
ajst-1051	18	16	elastic	elastic	ADJ
ajst-1051	18	17	and	and	CCONJ
ajst-1051	18	18	scalable	scalable	ADJ
ajst-1051	18	19	resource	resource	NOUN
ajst-1051	18	20	pools	pool	NOUN
ajst-1051	18	21	to	to	PART
ajst-1051	18	22	effectively	effectively	ADV
ajst-1051	18	23	meet	meet	VERB
ajst-1051	18	24	the	the	DET
ajst-1051	18	25	increasing	increase	VERB
ajst-1051	18	26	and	and	CCONJ
ajst-1051	18	27	intermittent	intermittent	ADJ
ajst-1051	18	28	demand	demand	NOUN
ajst-1051	18	29	for	for	ADP
ajst-1051	18	30	computing	compute	VERB
ajst-1051	18	31	power	power	NOUN
ajst-1051	18	32	.	.	PUNCT
ajst-1051	19	1	2.3	2.3	NUM
ajst-1051	19	2	.	.	PUNCT
ajst-1051	19	3	high	high	ADJ
ajst-1051	19	4	-	-	PUNCT
ajst-1051	19	5	performance	performance	NOUN
ajst-1051	19	6	cloud	cloud	NOUN
ajst-1051	19	7	environment	environment	NOUN
ajst-1051	19	8	given	give	VERB
ajst-1051	19	9	the	the	DET
ajst-1051	19	10	sheer	sheer	ADJ
ajst-1051	19	11	volume	volume	NOUN
ajst-1051	19	12	of	of	ADP
ajst-1051	19	13	processing	processing	NOUN
ajst-1051	19	14	as	as	ADV
ajst-1051	19	15	well	well	ADV
ajst-1051	19	16	as	as	ADP
ajst-1051	19	17	data	data	NOUN
ajst-1051	19	18	storage	storage	NOUN
ajst-1051	19	19	,	,	PUNCT
ajst-1051	19	20	university	university	NOUN
ajst-1051	19	21	big	big	ADJ
ajst-1051	19	22	data	datum	NOUN
ajst-1051	19	23	applications	application	NOUN
ajst-1051	19	24	need	need	VERB
ajst-1051	19	25	to	to	PART
ajst-1051	19	26	be	be	AUX
ajst-1051	19	27	deployed	deploy	VERB
ajst-1051	19	28	in	in	ADP
ajst-1051	19	29	a	a	DET
ajst-1051	19	30	cloud	cloud	ADJ
ajst-1051	19	31	environment	environment	NOUN
ajst-1051	19	32	so	so	SCONJ
ajst-1051	19	33	that	that	SCONJ
ajst-1051	19	34	they	they	PRON
ajst-1051	19	35	have	have	VERB
ajst-1051	19	36	all	all	DET
ajst-1051	19	37	the	the	DET
ajst-1051	19	38	cloud	cloud	ADJ
ajst-1051	19	39	characteristics	characteristic	NOUN
ajst-1051	19	40	such	such	ADJ
ajst-1051	19	41	as	as	ADP
ajst-1051	19	42	flexibility	flexibility	NOUN
ajst-1051	19	43	,	,	PUNCT
ajst-1051	19	44	adaptability	adaptability	NOUN
ajst-1051	19	45	,	,	PUNCT
ajst-1051	19	46	and	and	CCONJ
ajst-1051	19	47	affordability	affordability	NOUN
ajst-1051	19	48	.	.	PUNCT
ajst-1051	20	1	the	the	DET
ajst-1051	20	2	real	real	ADJ
ajst-1051	20	3	advantage	advantage	NOUN
ajst-1051	20	4	of	of	ADP
ajst-1051	20	5	a	a	DET
ajst-1051	20	6	cloud	cloud	ADJ
ajst-1051	20	7	environment	environment	NOUN
ajst-1051	20	8	is	be	AUX
ajst-1051	20	9	automatic	automatic	ADJ
ajst-1051	20	10	scaling	scaling	NOUN
ajst-1051	20	11	.	.	PUNCT
ajst-1051	21	1	in	in	ADP
ajst-1051	21	2	addition	addition	NOUN
ajst-1051	21	3	to	to	ADP
ajst-1051	21	4	upward	upward	ADJ
ajst-1051	21	5	and	and	CCONJ
ajst-1051	21	6	downward	downward	ADJ
ajst-1051	21	7	scaling	scaling	NOUN
ajst-1051	21	8	,	,	PUNCT
ajst-1051	21	9	outward	outward	ADV
ajst-1051	21	10	and	and	CCONJ
ajst-1051	21	11	inward	inward	ADV
ajst-1051	21	12	scaling	scaling	NOUN
ajst-1051	21	13	is	be	AUX
ajst-1051	21	14	the	the	DET
ajst-1051	21	15	key	key	ADJ
ajst-1051	21	16	difference	difference	NOUN
ajst-1051	21	17	in	in	ADP
ajst-1051	21	18	the	the	DET
ajst-1051	21	19	cloud	cloud	NOUN
ajst-1051	21	20	.	.	PUNCT
ajst-1051	22	1	the	the	DET
ajst-1051	22	2	ability	ability	NOUN
ajst-1051	22	3	to	to	PART
ajst-1051	22	4	automatically	automatically	ADV
ajst-1051	22	5	add	add	VERB
ajst-1051	22	6	new	new	ADJ
ajst-1051	22	7	resources	resource	NOUN
ajst-1051	22	8	or	or	CCONJ
ajst-1051	22	9	withdraw	withdraw	VERB
ajst-1051	22	10	allocated	allocate	VERB
ajst-1051	22	11	resources	resource	NOUN
ajst-1051	22	12	to	to	PART
ajst-1051	22	13	meet	meet	VERB
ajst-1051	22	14	changing	change	VERB
ajst-1051	22	15	needs	need	NOUN
ajst-1051	22	16	makes	make	VERB
ajst-1051	22	17	the	the	DET
ajst-1051	22	18	cloud	cloud	NOUN
ajst-1051	22	19	the	the	DET
ajst-1051	22	20	most	most	ADV
ajst-1051	22	21	suitable	suitable	ADJ
ajst-1051	22	22	choice	choice	NOUN
ajst-1051	22	23	for	for	ADP
ajst-1051	22	24	low	low	ADJ
ajst-1051	22	25	-	-	PUNCT
ajst-1051	22	26	cost	cost	NOUN
ajst-1051	22	27	,	,	PUNCT
ajst-1051	22	28	high	high	ADJ
ajst-1051	22	29	-	-	PUNCT
ajst-1051	22	30	yield	yield	NOUN
ajst-1051	22	31	hpc	hpc	NOUN
ajst-1051	22	32	(	(	PUNCT
ajst-1051	22	33	high	high	ADJ
ajst-1051	22	34	-	-	PUNCT
ajst-1051	22	35	performance	performance	NOUN
ajst-1051	22	36	computing	computing	NOUN
ajst-1051	22	37	)	)	PUNCT
ajst-1051	22	38	.	.	PUNCT
ajst-1051	23	1	any	any	DET
ajst-1051	23	2	parallel	parallel	ADJ
ajst-1051	23	3	workload	workload	NOUN
ajst-1051	23	4	can	can	AUX
ajst-1051	23	5	be	be	AUX
ajst-1051	23	6	efficiently	efficiently	ADV
ajst-1051	23	7	solved	solve	VERB
ajst-1051	23	8	in	in	ADP
ajst-1051	23	9	the	the	DET
ajst-1051	23	10	cloud	cloud	NOUN
ajst-1051	23	11	.	.	PUNCT
ajst-1051	24	1	with	with	ADP
ajst-1051	24	2	the	the	DET
ajst-1051	24	3	convergence	convergence	NOUN
ajst-1051	24	4	of	of	ADP
ajst-1051	24	5	multiple	multiple	ADJ
ajst-1051	24	6	technologies	technology	NOUN
ajst-1051	24	7	,	,	PUNCT
ajst-1051	24	8	high	high	ADJ
ajst-1051	24	9	-	-	PUNCT
ajst-1051	24	10	performance	performance	NOUN
ajst-1051	24	11	clouds	cloud	NOUN
ajst-1051	24	12	are	be	AUX
ajst-1051	24	13	becoming	become	VERB
ajst-1051	24	14	the	the	DET
ajst-1051	24	15	next	next	ADJ
ajst-1051	24	16	generation	generation	NOUN
ajst-1051	24	17	of	of	ADP
ajst-1051	24	18	affordable	affordable	ADJ
ajst-1051	24	19	supercomputers	supercomputer	NOUN
ajst-1051	24	20	that	that	PRON
ajst-1051	24	21	comprehensively	comprehensively	ADV
ajst-1051	24	22	address	address	VERB
ajst-1051	24	23	the	the	DET
ajst-1051	24	24	storage	storage	NOUN
ajst-1051	24	25	,	,	PUNCT
ajst-1051	24	26	processing	processing	NOUN
ajst-1051	24	27	,	,	PUNCT
ajst-1051	24	28	and	and	CCONJ
ajst-1051	24	29	analytics	analytic	NOUN
ajst-1051	24	30	challenges	challenge	NOUN
ajst-1051	24	31	posed	pose	VERB
ajst-1051	24	32	by	by	ADP
ajst-1051	24	33	big	big	ADJ
ajst-1051	24	34	data	datum	NOUN
ajst-1051	24	35	.	.	PUNCT
ajst-1051	25	1	3	3	X
ajst-1051	25	2	.	.	X
ajst-1051	25	3	defects	defect	NOUN
ajst-1051	25	4	of	of	ADP
ajst-1051	25	5	traditional	traditional	ADJ
ajst-1051	25	6	storage	storage	NOUN
ajst-1051	25	7	system	system	NOUN
ajst-1051	25	8	traditional	traditional	ADJ
ajst-1051	25	9	storage	storage	NOUN
ajst-1051	25	10	such	such	ADJ
ajst-1051	25	11	as	as	ADP
ajst-1051	25	12	server	server	NOUN
ajst-1051	25	13	hard	hard	ADJ
ajst-1051	25	14	drives	drive	NOUN
ajst-1051	25	15	,	,	PUNCT
ajst-1051	25	16	das	das	PROPN
ajst-1051	25	17	,	,	PUNCT
ajst-1051	25	18	nas	nas	PROPN
ajst-1051	25	19	,	,	PUNCT
ajst-1051	25	20	etc	etc	X
ajst-1051	25	21	.	.	X
ajst-1051	25	22	are	be	AUX
ajst-1051	25	23	more	more	ADV
ajst-1051	25	24	focused	focused	ADJ
ajst-1051	25	25	on	on	ADP
ajst-1051	25	26	hardware	hardware	NOUN
ajst-1051	25	27	fault	fault	NOUN
ajst-1051	25	28	isolation	isolation	NOUN
ajst-1051	25	29	and	and	CCONJ
ajst-1051	25	30	better	well	ADJ
ajst-1051	25	31	stability	stability	NOUN
ajst-1051	25	32	and	and	CCONJ
ajst-1051	25	33	performance	performance	NOUN
ajst-1051	25	34	,	,	PUNCT
ajst-1051	25	35	but	but	CCONJ
ajst-1051	25	36	they	they	PRON
ajst-1051	25	37	also	also	ADV
ajst-1051	25	38	have	have	VERB
ajst-1051	25	39	some	some	DET
ajst-1051	25	40	defects	defect	NOUN
ajst-1051	25	41	and	and	CCONJ
ajst-1051	25	42	are	be	AUX
ajst-1051	25	43	not	not	PART
ajst-1051	25	44	suitable	suitable	ADJ
ajst-1051	25	45	for	for	ADP
ajst-1051	25	46	the	the	DET
ajst-1051	25	47	needs	need	NOUN
ajst-1051	25	48	of	of	ADP
ajst-1051	25	49	high	high	ADJ
ajst-1051	25	50	performance	performance	NOUN
ajst-1051	25	51	computing	compute	VERB
ajst-1051	25	52	architectures	architecture	NOUN
ajst-1051	25	53	and	and	CCONJ
ajst-1051	25	54	applications	application	NOUN
ajst-1051	25	55	in	in	ADP
ajst-1051	25	56	big	big	ADJ
ajst-1051	25	57	data	datum	NOUN
ajst-1051	25	58	scenarios	scenario	NOUN
ajst-1051	25	59	.	.	PUNCT
ajst-1051	26	1	the	the	DET
ajst-1051	26	2	main	main	ADJ
ajst-1051	26	3	drawbacks	drawback	NOUN
ajst-1051	26	4	are	be	AUX
ajst-1051	26	5	:	:	PUNCT
ajst-1051	26	6	(	(	PUNCT
ajst-1051	26	7	1	1	X
ajst-1051	26	8	)	)	PUNCT
ajst-1051	26	9	integration	integration	NOUN
ajst-1051	26	10	of	of	ADP
ajst-1051	26	11	technology	technology	NOUN
ajst-1051	26	12	stacks	stack	NOUN
ajst-1051	26	13	from	from	ADP
ajst-1051	26	14	multiple	multiple	ADJ
ajst-1051	26	15	vendors	vendor	NOUN
ajst-1051	26	16	.	.	PUNCT
ajst-1051	27	1	storage	storage	NOUN
ajst-1051	27	2	systems	system	NOUN
ajst-1051	27	3	use	use	VERB
ajst-1051	27	4	different	different	ADJ
ajst-1051	27	5	components	component	NOUN
ajst-1051	27	6	from	from	ADP
ajst-1051	27	7	different	different	ADJ
ajst-1051	27	8	vendors	vendor	NOUN
ajst-1051	27	9	'	'	PART
ajst-1051	27	10	technology	technology	NOUN
ajst-1051	27	11	stacks	stack	NOUN
ajst-1051	27	12	and	and	CCONJ
ajst-1051	27	13	lack	lack	VERB
ajst-1051	27	14	the	the	DET
ajst-1051	27	15	ability	ability	NOUN
ajst-1051	27	16	to	to	PART
ajst-1051	27	17	design	design	VERB
ajst-1051	27	18	and	and	CCONJ
ajst-1051	27	19	deliver	deliver	VERB
ajst-1051	27	20	end	end	NOUN
ajst-1051	27	21	-	-	PUNCT
ajst-1051	27	22	to	to	ADP
ajst-1051	27	23	-	-	PUNCT
ajst-1051	27	24	end	end	NOUN
ajst-1051	27	25	hpc	hpc	NOUN
ajst-1051	27	26	solutions	solution	NOUN
ajst-1051	27	27	.	.	PUNCT
ajst-1051	28	1	this	this	PRON
ajst-1051	28	2	dramatically	dramatically	ADV
ajst-1051	28	3	increases	increase	VERB
ajst-1051	28	4	the	the	DET
ajst-1051	28	5	complexity	complexity	NOUN
ajst-1051	28	6	of	of	ADP
ajst-1051	28	7	the	the	DET
ajst-1051	28	8	system	system	NOUN
ajst-1051	28	9	and	and	CCONJ
ajst-1051	28	10	leads	lead	VERB
ajst-1051	28	11	to	to	ADP
ajst-1051	28	12	i/0	i/0	NOUN
ajst-1051	28	13	bottlenecks	bottleneck	NOUN
ajst-1051	28	14	,	,	PUNCT
ajst-1051	28	15	making	make	VERB
ajst-1051	28	16	testing	testing	NOUN
ajst-1051	28	17	,	,	PUNCT
ajst-1051	28	18	quality	quality	NOUN
ajst-1051	28	19	control	control	NOUN
ajst-1051	28	20	,	,	PUNCT
ajst-1051	28	21	and	and	CCONJ
ajst-1051	28	22	long	long	ADJ
ajst-1051	28	23	-	-	PUNCT
ajst-1051	28	24	term	term	NOUN
ajst-1051	28	25	maintenance	maintenance	NOUN
ajst-1051	28	26	very	very	ADV
ajst-1051	28	27	difficult	difficult	ADJ
ajst-1051	28	28	.	.	PUNCT
ajst-1051	29	1	(	(	PUNCT
ajst-1051	29	2	2	2	X
ajst-1051	29	3	)	)	PUNCT
ajst-1051	29	4	limited	limited	ADJ
ajst-1051	29	5	automation	automation	NOUN
ajst-1051	29	6	in	in	ADP
ajst-1051	29	7	the	the	DET
ajst-1051	29	8	configuration	configuration	NOUN
ajst-1051	29	9	and	and	CCONJ
ajst-1051	29	10	tuning	tuning	NOUN
ajst-1051	29	11	process	process	NOUN
ajst-1051	29	12	.	.	PUNCT
ajst-1051	30	1	multivendor	multivendor	ADJ
ajst-1051	30	2	hpc	hpc	PROPN
ajst-1051	30	3	systems	system	NOUN
ajst-1051	30	4	typically	typically	ADV
ajst-1051	30	5	include	include	VERB
ajst-1051	30	6	a	a	DET
ajst-1051	30	7	step	step	NOUN
ajst-1051	30	8	-	-	PUNCT
ajst-1051	30	9	by	by	ADP
ajst-1051	30	10	-	-	PUNCT
ajst-1051	30	11	step	step	NOUN
ajst-1051	30	12	installation	installation	NOUN
ajst-1051	30	13	process	process	NOUN
ajst-1051	30	14	,	,	PUNCT
ajst-1051	30	15	which	which	PRON
ajst-1051	30	16	is	be	AUX
ajst-1051	30	17	often	often	ADV
ajst-1051	30	18	long	long	ADJ
ajst-1051	30	19	and	and	CCONJ
ajst-1051	30	20	difficult	difficult	ADJ
ajst-1051	30	21	due	due	ADP
ajst-1051	30	22	to	to	ADP
ajst-1051	30	23	the	the	DET
ajst-1051	30	24	involvement	involvement	NOUN
ajst-1051	30	25	of	of	ADP
ajst-1051	30	26	components	component	NOUN
ajst-1051	30	27	from	from	ADP
ajst-1051	30	28	different	different	ADJ
ajst-1051	30	29	vendors	vendor	NOUN
ajst-1051	30	30	.	.	PUNCT
ajst-1051	31	1	this	this	DET
ajst-1051	31	2	time	time	NOUN
ajst-1051	31	3	-	-	PUNCT
ajst-1051	31	4	consuming	consume	VERB
ajst-1051	31	5	installation	installation	NOUN
ajst-1051	31	6	and	and	CCONJ
ajst-1051	31	7	configuration	configuration	NOUN
ajst-1051	31	8	process	process	NOUN
ajst-1051	31	9	can	can	AUX
ajst-1051	31	10	impact	impact	VERB
ajst-1051	31	11	project	project	NOUN
ajst-1051	31	12	duration	duration	NOUN
ajst-1051	31	13	,	,	PUNCT
ajst-1051	31	14	making	make	VERB
ajst-1051	31	15	the	the	DET
ajst-1051	31	16	system	system	NOUN
ajst-1051	31	17	highly	highly	ADV
ajst-1051	31	18	unsuitable	unsuitable	ADJ
ajst-1051	31	19	for	for	ADP
ajst-1051	31	20	dynamically	dynamically	ADV
ajst-1051	31	21	changing	change	VERB
ajst-1051	31	22	requirements	requirement	NOUN
ajst-1051	31	23	.	.	PUNCT
ajst-1051	32	1	the	the	DET
ajst-1051	32	2	lack	lack	NOUN
ajst-1051	32	3	of	of	ADP
ajst-1051	32	4	7	7	NUM
ajst-1051	32	5	integration	integration	NOUN
ajst-1051	32	6	settings	setting	NOUN
ajst-1051	32	7	also	also	ADV
ajst-1051	32	8	affects	affect	VERB
ajst-1051	32	9	the	the	DET
ajst-1051	32	10	ability	ability	NOUN
ajst-1051	32	11	to	to	PART
ajst-1051	32	12	interact	interact	VERB
ajst-1051	32	13	with	with	ADP
ajst-1051	32	14	all	all	DET
ajst-1051	32	15	the	the	DET
ajst-1051	32	16	components	component	NOUN
ajst-1051	32	17	of	of	ADP
ajst-1051	32	18	the	the	DET
ajst-1051	32	19	system	system	NOUN
ajst-1051	32	20	and	and	CCONJ
ajst-1051	32	21	performance	performance	NOUN
ajst-1051	32	22	tuning	tuning	NOUN
ajst-1051	32	23	.	.	PUNCT
ajst-1051	33	1	(	(	PUNCT
ajst-1051	33	2	3	3	X
ajst-1051	33	3	)	)	PUNCT
ajst-1051	33	4	lack	lack	NOUN
ajst-1051	33	5	of	of	ADP
ajst-1051	33	6	management	management	NOUN
ajst-1051	33	7	software	software	NOUN
ajst-1051	33	8	support	support	NOUN
ajst-1051	33	9	.	.	PUNCT
ajst-1051	34	1	management	management	NOUN
ajst-1051	34	2	software	software	NOUN
ajst-1051	34	3	is	be	AUX
ajst-1051	34	4	a	a	DET
ajst-1051	34	5	very	very	ADV
ajst-1051	34	6	critical	critical	ADJ
ajst-1051	34	7	component	component	NOUN
ajst-1051	34	8	of	of	ADP
ajst-1051	34	9	the	the	DET
ajst-1051	34	10	storage	storage	NOUN
ajst-1051	34	11	system	system	NOUN
ajst-1051	34	12	,	,	PUNCT
ajst-1051	34	13	because	because	SCONJ
ajst-1051	34	14	it	it	PRON
ajst-1051	34	15	plays	play	VERB
ajst-1051	34	16	a	a	DET
ajst-1051	34	17	very	very	ADV
ajst-1051	34	18	important	important	ADJ
ajst-1051	34	19	role	role	NOUN
ajst-1051	34	20	in	in	ADP
ajst-1051	34	21	the	the	DET
ajst-1051	34	22	smooth	smooth	ADJ
ajst-1051	34	23	operation	operation	NOUN
ajst-1051	34	24	of	of	ADP
ajst-1051	34	25	the	the	DET
ajst-1051	34	26	entire	entire	ADJ
ajst-1051	34	27	system	system	NOUN
ajst-1051	34	28	.	.	PUNCT
ajst-1051	35	1	users	user	NOUN
ajst-1051	35	2	of	of	ADP
ajst-1051	35	3	traditional	traditional	ADJ
ajst-1051	35	4	storage	storage	NOUN
ajst-1051	35	5	systems	system	NOUN
ajst-1051	35	6	will	will	AUX
ajst-1051	35	7	encounter	encounter	VERB
ajst-1051	35	8	great	great	ADJ
ajst-1051	35	9	difficulty	difficulty	NOUN
ajst-1051	35	10	in	in	ADP
ajst-1051	35	11	capturing	capture	VERB
ajst-1051	35	12	and	and	CCONJ
ajst-1051	35	13	recording	record	VERB
ajst-1051	35	14	various	various	ADJ
ajst-1051	35	15	parameters	parameter	NOUN
ajst-1051	35	16	(	(	PUNCT
ajst-1051	35	17	such	such	ADJ
ajst-1051	35	18	as	as	ADP
ajst-1051	35	19	performance	performance	NOUN
ajst-1051	35	20	)	)	PUNCT
ajst-1051	35	21	of	of	ADP
ajst-1051	35	22	the	the	DET
ajst-1051	35	23	storage	storage	NOUN
ajst-1051	35	24	system	system	NOUN
ajst-1051	35	25	.	.	PUNCT
ajst-1051	36	1	the	the	DET
ajst-1051	36	2	lack	lack	NOUN
ajst-1051	36	3	of	of	ADP
ajst-1051	36	4	sophisticated	sophisticated	ADJ
ajst-1051	36	5	diagnostic	diagnostic	ADJ
ajst-1051	36	6	tools	tool	NOUN
ajst-1051	36	7	makes	make	VERB
ajst-1051	36	8	log	log	VERB
ajst-1051	36	9	analysis	analysis	NOUN
ajst-1051	36	10	and	and	CCONJ
ajst-1051	36	11	troubleshooting	troubleshoot	VERB
ajst-1051	36	12	extremely	extremely	ADV
ajst-1051	36	13	difficult	difficult	ADJ
ajst-1051	36	14	.	.	PUNCT
ajst-1051	37	1	4	4	X
ajst-1051	37	2	.	.	X
ajst-1051	37	3	cloud	cloud	NOUN
ajst-1051	37	4	storage	storage	NOUN
ajst-1051	37	5	system	system	NOUN
ajst-1051	37	6	construction	construction	NOUN
ajst-1051	37	7	4.1	4.1	NUM
ajst-1051	37	8	.	.	PUNCT
ajst-1051	38	1	architecture	architecture	NOUN
ajst-1051	38	2	design	design	NOUN
ajst-1051	38	3	of	of	ADP
ajst-1051	38	4	cloud	cloud	NOUN
ajst-1051	38	5	storage	storage	NOUN
ajst-1051	38	6	system	system	NOUN
ajst-1051	38	7	cloud	cloud	NOUN
ajst-1051	38	8	computing	computing	NOUN
ajst-1051	38	9	has	have	AUX
ajst-1051	38	10	revolutionized	revolutionize	VERB
ajst-1051	38	11	the	the	DET
ajst-1051	38	12	technology	technology	NOUN
ajst-1051	38	13	used	use	VERB
ajst-1051	38	14	to	to	PART
ajst-1051	38	15	store	store	VERB
ajst-1051	38	16	information	information	NOUN
ajst-1051	38	17	and	and	CCONJ
ajst-1051	38	18	run	run	VERB
ajst-1051	38	19	applications	application	NOUN
ajst-1051	38	20	.	.	PUNCT
ajst-1051	39	1	cloud	cloud	NOUN
ajst-1051	39	2	storage	storage	NOUN
ajst-1051	39	3	is	be	AUX
ajst-1051	39	4	storage	storage	NOUN
ajst-1051	39	5	based	base	VERB
ajst-1051	39	6	on	on	ADP
ajst-1051	39	7	cloud	cloud	NOUN
ajst-1051	39	8	computing	computing	NOUN
ajst-1051	39	9	technology	technology	NOUN
ajst-1051	39	10	.	.	PUNCT
ajst-1051	40	1	it	it	PRON
ajst-1051	40	2	does	do	AUX
ajst-1051	40	3	not	not	PART
ajst-1051	40	4	refer	refer	VERB
ajst-1051	40	5	to	to	ADP
ajst-1051	40	6	a	a	DET
ajst-1051	40	7	specific	specific	ADJ
ajst-1051	40	8	storage	storage	NOUN
ajst-1051	40	9	device	device	NOUN
ajst-1051	40	10	or	or	CCONJ
ajst-1051	40	11	technology	technology	NOUN
ajst-1051	40	12	,	,	PUNCT
ajst-1051	40	13	but	but	CCONJ
ajst-1051	40	14	rather	rather	ADV
ajst-1051	40	15	to	to	ADP
ajst-1051	40	16	a	a	DET
ajst-1051	40	17	large	large	ADJ
ajst-1051	40	18	collection	collection	NOUN
ajst-1051	40	19	of	of	ADP
ajst-1051	40	20	storage	storage	NOUN
ajst-1051	40	21	devices	device	NOUN
ajst-1051	40	22	and	and	CCONJ
ajst-1051	40	23	servers	server	NOUN
ajst-1051	40	24	that	that	PRON
ajst-1051	40	25	are	be	AUX
ajst-1051	40	26	used	use	VERB
ajst-1051	40	27	to	to	PART
ajst-1051	40	28	hold	hold	VERB
ajst-1051	40	29	data	datum	NOUN
ajst-1051	40	30	in	in	ADP
ajst-1051	40	31	a	a	DET
ajst-1051	40	32	cloud	cloud	NOUN
ajst-1051	40	33	computing	compute	VERB
ajst-1051	40	34	environment	environment	NOUN
ajst-1051	40	35	.	.	PUNCT
ajst-1051	41	1	users	user	NOUN
ajst-1051	41	2	of	of	ADP
ajst-1051	41	3	cloud	cloud	ADJ
ajst-1051	41	4	storage	storage	NOUN
ajst-1051	41	5	do	do	AUX
ajst-1051	41	6	not	not	PART
ajst-1051	41	7	use	use	VERB
ajst-1051	41	8	a	a	DET
ajst-1051	41	9	specific	specific	ADJ
ajst-1051	41	10	storage	storage	NOUN
ajst-1051	41	11	device	device	NOUN
ajst-1051	41	12	,	,	PUNCT
ajst-1051	41	13	but	but	CCONJ
ajst-1051	41	14	use	use	VERB
ajst-1051	41	15	the	the	DET
ajst-1051	41	16	cloud	cloud	NOUN
ajst-1051	41	17	storage	storage	NOUN
ajst-1051	41	18	system	system	NOUN
ajst-1051	41	19	through	through	ADP
ajst-1051	41	20	some	some	DET
ajst-1051	41	21	kind	kind	NOUN
ajst-1051	41	22	of	of	ADP
ajst-1051	41	23	access	access	NOUN
ajst-1051	41	24	service	service	NOUN
ajst-1051	41	25	.	.	PUNCT
ajst-1051	42	1	storage	storage	NOUN
ajst-1051	42	2	resources	resource	NOUN
ajst-1051	42	3	in	in	ADP
ajst-1051	42	4	a	a	DET
ajst-1051	42	5	cloud	cloud	ADJ
ajst-1051	42	6	storage	storage	NOUN
ajst-1051	42	7	system	system	NOUN
ajst-1051	42	8	are	be	AUX
ajst-1051	42	9	provided	provide	VERB
ajst-1051	42	10	in	in	ADP
ajst-1051	42	11	the	the	DET
ajst-1051	42	12	form	form	NOUN
ajst-1051	42	13	of	of	ADP
ajst-1051	42	14	pools	pool	NOUN
ajst-1051	42	15	and	and	CCONJ
ajst-1051	42	16	are	be	AUX
ajst-1051	42	17	allocated	allocate	VERB
ajst-1051	42	18	in	in	ADP
ajst-1051	42	19	real	real	ADJ
ajst-1051	42	20	time	time	NOUN
ajst-1051	42	21	on	on	ADP
ajst-1051	42	22	demand	demand	NOUN
ajst-1051	42	23	;	;	PUNCT
ajst-1051	42	24	capacity	capacity	NOUN
ajst-1051	42	25	is	be	AUX
ajst-1051	42	26	provided	provide	VERB
ajst-1051	42	27	on	on	ADP
ajst-1051	42	28	demand	demand	NOUN
ajst-1051	42	29	and	and	CCONJ
ajst-1051	42	30	storage	storage	NOUN
ajst-1051	42	31	resources	resource	NOUN
ajst-1051	42	32	can	can	AUX
ajst-1051	42	33	be	be	AUX
ajst-1051	42	34	used	use	VERB
ajst-1051	42	35	according	accord	VERB
ajst-1051	42	36	to	to	ADP
ajst-1051	42	37	the	the	DET
ajst-1051	42	38	needs	need	NOUN
ajst-1051	42	39	of	of	ADP
ajst-1051	42	40	big	big	ADJ
ajst-1051	42	41	data	datum	NOUN
ajst-1051	42	42	applications	application	NOUN
ajst-1051	42	43	,	,	PUNCT
ajst-1051	42	44	which	which	PRON
ajst-1051	42	45	are	be	AUX
ajst-1051	42	46	highly	highly	ADV
ajst-1051	42	47	scalable	scalable	ADJ
ajst-1051	42	48	and	and	CCONJ
ajst-1051	42	49	elastic	elastic	ADJ
ajst-1051	42	50	;	;	PUNCT
ajst-1051	42	51	and	and	CCONJ
ajst-1051	42	52	cost	cost	NOUN
ajst-1051	42	53	-	-	PUNCT
ajst-1051	42	54	benefit	benefit	NOUN
ajst-1051	42	55	,	,	PUNCT
ajst-1051	42	56	which	which	PRON
ajst-1051	42	57	provides	provide	VERB
ajst-1051	42	58	significant	significant	ADJ
ajst-1051	42	59	economies	economy	NOUN
ajst-1051	42	60	of	of	ADP
ajst-1051	42	61	scale	scale	NOUN
ajst-1051	42	62	by	by	ADP
ajst-1051	42	63	paying	pay	VERB
ajst-1051	42	64	for	for	ADP
ajst-1051	42	65	the	the	DET
ajst-1051	42	66	use	use	NOUN
ajst-1051	42	67	of	of	ADP
ajst-1051	42	68	resources	resource	NOUN
ajst-1051	42	69	.	.	PUNCT
ajst-1051	43	1	the	the	DET
ajst-1051	43	2	above	above	ADJ
ajst-1051	43	3	features	feature	NOUN
ajst-1051	43	4	of	of	ADP
ajst-1051	43	5	cloud	cloud	ADJ
ajst-1051	43	6	storage	storage	NOUN
ajst-1051	43	7	make	make	VERB
ajst-1051	43	8	it	it	PRON
ajst-1051	43	9	the	the	DET
ajst-1051	43	10	first	first	ADJ
ajst-1051	43	11	choice	choice	NOUN
ajst-1051	43	12	for	for	ADP
ajst-1051	43	13	data	datum	NOUN
ajst-1051	43	14	storage	storage	NOUN
ajst-1051	43	15	in	in	ADP
ajst-1051	43	16	big	big	ADJ
ajst-1051	43	17	data	datum	NOUN
ajst-1051	43	18	scenarios	scenario	NOUN
ajst-1051	43	19	.	.	PUNCT
ajst-1051	44	1	the	the	DET
ajst-1051	44	2	cloudbased	cloudbase	VERB
ajst-1051	44	3	storage	storage	NOUN
ajst-1051	44	4	architecture	architecture	NOUN
ajst-1051	44	5	model	model	NOUN
ajst-1051	44	6	is	be	AUX
ajst-1051	44	7	designed	design	VERB
ajst-1051	44	8	in	in	ADP
ajst-1051	44	9	figure	figure	NOUN
ajst-1051	44	10	1	1	NUM
ajst-1051	44	11	.	.	PUNCT
ajst-1051	44	12	figure	figure	NOUN
ajst-1051	44	13	1	1	NUM
ajst-1051	44	14	.	.	PUNCT
ajst-1051	44	15	architectural	architectural	ADJ
ajst-1051	44	16	model	model	NOUN
ajst-1051	44	17	of	of	ADP
ajst-1051	44	18	cloud	cloud	NOUN
ajst-1051	44	19	storage	storage	NOUN
ajst-1051	44	20	system	system	NOUN
ajst-1051	44	21	(	(	PUNCT
ajst-1051	44	22	1	1	X
ajst-1051	44	23	)	)	PUNCT
ajst-1051	44	24	storage	storage	NOUN
ajst-1051	44	25	layer	layer	NOUN
ajst-1051	44	26	:	:	PUNCT
ajst-1051	44	27	the	the	DET
ajst-1051	44	28	bottom	bottom	ADJ
ajst-1051	44	29	layer	layer	NOUN
ajst-1051	44	30	of	of	ADP
ajst-1051	44	31	the	the	DET
ajst-1051	44	32	cloud	cloud	ADJ
ajst-1051	44	33	storage	storage	NOUN
ajst-1051	44	34	architecture	architecture	NOUN
ajst-1051	44	35	.	.	PUNCT
ajst-1051	45	1	it	it	PRON
ajst-1051	45	2	contains	contain	VERB
ajst-1051	45	3	different	different	ADJ
ajst-1051	45	4	types	type	NOUN
ajst-1051	45	5	of	of	ADP
ajst-1051	45	6	storage	storage	NOUN
ajst-1051	45	7	devices	device	NOUN
ajst-1051	45	8	.	.	PUNCT
ajst-1051	46	1	the	the	DET
ajst-1051	46	2	storage	storage	NOUN
ajst-1051	46	3	devices	device	NOUN
ajst-1051	46	4	included	include	VERB
ajst-1051	46	5	in	in	ADP
ajst-1051	46	6	this	this	DET
ajst-1051	46	7	layer	layer	NOUN
ajst-1051	46	8	include	include	VERB
ajst-1051	46	9	fibre	fibre	NOUN
ajst-1051	46	10	channel	channel	NOUN
ajst-1051	46	11	storage	storage	NOUN
ajst-1051	46	12	devices	device	NOUN
ajst-1051	46	13	,	,	PUNCT
ajst-1051	46	14	ip	ip	PRON
ajst-1051	46	15	storage	storage	NOUN
ajst-1051	46	16	devices	device	NOUN
ajst-1051	46	17	,	,	PUNCT
ajst-1051	46	18	das	das	PROPN
ajst-1051	46	19	storage	storage	NOUN
ajst-1051	46	20	devices	device	NOUN
ajst-1051	46	21	,	,	PUNCT
ajst-1051	46	22	and	and	CCONJ
ajst-1051	46	23	so	so	ADV
ajst-1051	46	24	on	on	ADV
ajst-1051	46	25	.	.	PUNCT
ajst-1051	47	1	these	these	DET
ajst-1051	47	2	storage	storage	NOUN
ajst-1051	47	3	devices	device	NOUN
ajst-1051	47	4	may	may	AUX
ajst-1051	47	5	be	be	AUX
ajst-1051	47	6	geographically	geographically	ADV
ajst-1051	47	7	located	locate	VERB
ajst-1051	47	8	in	in	ADP
ajst-1051	47	9	different	different	ADJ
ajst-1051	47	10	regions	region	NOUN
ajst-1051	47	11	and	and	CCONJ
ajst-1051	47	12	are	be	AUX
ajst-1051	47	13	connected	connect	VERB
ajst-1051	47	14	together	together	ADV
ajst-1051	47	15	through	through	ADP
ajst-1051	47	16	the	the	DET
ajst-1051	47	17	internet	internet	NOUN
ajst-1051	47	18	or	or	CCONJ
ajst-1051	47	19	lan	lan	PROPN
ajst-1051	47	20	.	.	PUNCT
ajst-1051	48	1	this	this	DET
ajst-1051	48	2	layer	layer	NOUN
ajst-1051	48	3	has	have	VERB
ajst-1051	48	4	a	a	DET
ajst-1051	48	5	unified	unified	ADJ
ajst-1051	48	6	storage	storage	NOUN
ajst-1051	48	7	management	management	NOUN
ajst-1051	48	8	system	system	NOUN
ajst-1051	48	9	that	that	PRON
ajst-1051	48	10	can	can	AUX
ajst-1051	48	11	manage	manage	VERB
ajst-1051	48	12	all	all	DET
ajst-1051	48	13	the	the	DET
ajst-1051	48	14	heterogeneous	heterogeneous	ADJ
ajst-1051	48	15	types	type	NOUN
ajst-1051	48	16	of	of	ADP
ajst-1051	48	17	devices	device	NOUN
ajst-1051	48	18	located	locate	VERB
ajst-1051	48	19	in	in	ADP
ajst-1051	48	20	the	the	DET
ajst-1051	48	21	same	same	ADJ
ajst-1051	48	22	storage	storage	NOUN
ajst-1051	48	23	pool	pool	NOUN
ajst-1051	48	24	and	and	CCONJ
ajst-1051	48	25	deliver	deliver	VERB
ajst-1051	48	26	them	they	PRON
ajst-1051	48	27	as	as	ADP
ajst-1051	48	28	a	a	DET
ajst-1051	48	29	service	service	NOUN
ajst-1051	48	30	on	on	ADP
ajst-1051	48	31	demand	demand	NOUN
ajst-1051	48	32	,	,	PUNCT
ajst-1051	48	33	which	which	PRON
ajst-1051	48	34	can	can	AUX
ajst-1051	48	35	be	be	AUX
ajst-1051	48	36	called	call	VERB
ajst-1051	48	37	storage	storage	NOUN
ajst-1051	48	38	as	as	ADP
ajst-1051	48	39	a	a	DET
ajst-1051	48	40	service	service	NOUN
ajst-1051	48	41	or	or	CCONJ
ajst-1051	48	42	infrastructure	infrastructure	NOUN
ajst-1051	48	43	as	as	ADP
ajst-1051	48	44	a	a	DET
ajst-1051	48	45	service[2	service[2	NOUN
ajst-1051	48	46	]	]	PUNCT
ajst-1051	48	47	.	.	PUNCT
ajst-1051	49	1	the	the	DET
ajst-1051	49	2	key	key	ADJ
ajst-1051	49	3	technology	technology	NOUN
ajst-1051	49	4	used	use	VERB
ajst-1051	49	5	in	in	ADP
ajst-1051	49	6	this	this	DET
ajst-1051	49	7	layer	layer	NOUN
ajst-1051	49	8	is	be	AUX
ajst-1051	49	9	storage	storage	NOUN
ajst-1051	49	10	virtualization	virtualization	NOUN
ajst-1051	49	11	.	.	PUNCT
ajst-1051	50	1	(	(	PUNCT
ajst-1051	50	2	2	2	X
ajst-1051	50	3	)	)	PUNCT
ajst-1051	50	4	infrastructure	infrastructure	NOUN
ajst-1051	50	5	management	management	NOUN
ajst-1051	50	6	layer	layer	NOUN
ajst-1051	50	7	:	:	PUNCT
ajst-1051	50	8	the	the	DET
ajst-1051	50	9	underlying	underlie	VERB
ajst-1051	50	10	storage	storage	NOUN
ajst-1051	50	11	devices	device	NOUN
ajst-1051	50	12	are	be	AUX
ajst-1051	50	13	managed	manage	VERB
ajst-1051	50	14	in	in	ADP
ajst-1051	50	15	a	a	DET
ajst-1051	50	16	unified	unified	ADJ
ajst-1051	50	17	manner	manner	NOUN
ajst-1051	50	18	and	and	CCONJ
ajst-1051	50	19	the	the	DET
ajst-1051	50	20	necessary	necessary	ADJ
ajst-1051	50	21	infrastructure	infrastructure	NOUN
ajst-1051	50	22	is	be	AUX
ajst-1051	50	23	provided	provide	VERB
ajst-1051	50	24	.	.	PUNCT
ajst-1051	51	1	this	this	DET
ajst-1051	51	2	infrastructure	infrastructure	NOUN
ajst-1051	51	3	is	be	AUX
ajst-1051	51	4	important	important	ADJ
ajst-1051	51	5	because	because	SCONJ
ajst-1051	51	6	it	it	PRON
ajst-1051	51	7	provides	provide	VERB
ajst-1051	51	8	various	various	ADJ
ajst-1051	51	9	key	key	ADJ
ajst-1051	51	10	functions	function	NOUN
ajst-1051	51	11	such	such	ADJ
ajst-1051	51	12	as	as	ADP
ajst-1051	51	13	security	security	NOUN
ajst-1051	51	14	,	,	PUNCT
ajst-1051	51	15	space	space	NOUN
ajst-1051	51	16	management	management	NOUN
ajst-1051	51	17	,	,	PUNCT
ajst-1051	51	18	backup	backup	NOUN
ajst-1051	51	19	,	,	PUNCT
ajst-1051	51	20	storage	storage	NOUN
ajst-1051	51	21	consolidation	consolidation	NOUN
ajst-1051	51	22	,	,	PUNCT
ajst-1051	51	23	etc	etc	X
ajst-1051	51	24	.	.	X
ajst-1051	51	25	using	use	VERB
ajst-1051	51	26	technologies	technology	NOUN
ajst-1051	51	27	such	such	ADJ
ajst-1051	51	28	as	as	ADP
ajst-1051	51	29	clusters	cluster	NOUN
ajst-1051	51	30	and	and	CCONJ
ajst-1051	51	31	grids	grid	NOUN
ajst-1051	51	32	.	.	PUNCT
ajst-1051	52	1	other	other	ADJ
ajst-1051	52	2	services	service	NOUN
ajst-1051	52	3	provided	provide	VERB
ajst-1051	52	4	by	by	ADP
ajst-1051	52	5	this	this	DET
ajst-1051	52	6	layer	layer	NOUN
ajst-1051	52	7	are	be	AUX
ajst-1051	52	8	backup	backup	ADJ
ajst-1051	52	9	,	,	PUNCT
ajst-1051	52	10	disaster	disaster	NOUN
ajst-1051	52	11	recovery	recovery	NOUN
ajst-1051	52	12	,	,	PUNCT
ajst-1051	52	13	encryption	encryption	NOUN
ajst-1051	52	14	,	,	PUNCT
ajst-1051	52	15	compression	compression	NOUN
ajst-1051	52	16	,	,	PUNCT
ajst-1051	52	17	etc	etc	X
ajst-1051	52	18	.	.	X
ajst-1051	53	1	(	(	PUNCT
ajst-1051	53	2	3	3	X
ajst-1051	53	3	)	)	PUNCT
ajst-1051	53	4	application	application	NOUN
ajst-1051	53	5	interface	interface	NOUN
ajst-1051	53	6	layer	layer	NOUN
ajst-1051	53	7	:	:	PUNCT
ajst-1051	53	8	the	the	DET
ajst-1051	53	9	application	application	NOUN
ajst-1051	53	10	interface	interface	NOUN
ajst-1051	53	11	layer	layer	NOUN
ajst-1051	53	12	provides	provide	VERB
ajst-1051	53	13	for	for	ADP
ajst-1051	53	14	various	various	ADJ
ajst-1051	53	15	interfaces	interface	NOUN
ajst-1051	53	16	or	or	CCONJ
ajst-1051	53	17	apis	apis	NOUN
ajst-1051	53	18	to	to	PART
ajst-1051	53	19	support	support	VERB
ajst-1051	53	20	or	or	CCONJ
ajst-1051	53	21	use	use	VERB
ajst-1051	53	22	cloud	cloud	NOUN
ajst-1051	53	23	storage	storage	NOUN
ajst-1051	53	24	use	use	NOUN
ajst-1051	53	25	cases	case	NOUN
ajst-1051	53	26	.	.	PUNCT
ajst-1051	54	1	some	some	DET
ajst-1051	54	2	common	common	ADJ
ajst-1051	54	3	cloud	cloud	NOUN
ajst-1051	54	4	storage	storage	NOUN
ajst-1051	54	5	use	use	NOUN
ajst-1051	54	6	cases	case	NOUN
ajst-1051	54	7	are	be	AUX
ajst-1051	54	8	data	datum	NOUN
ajst-1051	54	9	archiving	archive	VERB
ajst-1051	54	10	applications	application	NOUN
ajst-1051	54	11	,	,	PUNCT
ajst-1051	54	12	backup	backup	ADJ
ajst-1051	54	13	applications	application	NOUN
ajst-1051	54	14	,	,	PUNCT
ajst-1051	54	15	and	and	CCONJ
ajst-1051	54	16	so	so	ADV
ajst-1051	54	17	on	on	ADV
ajst-1051	54	18	.	.	PUNCT
ajst-1051	55	1	different	different	ADJ
ajst-1051	55	2	cloud	cloud	NOUN
ajst-1051	55	3	storage	storage	NOUN
ajst-1051	55	4	service	service	NOUN
ajst-1051	55	5	providers	provider	NOUN
ajst-1051	55	6	develop	develop	VERB
ajst-1051	55	7	their	their	PRON
ajst-1051	55	8	own	own	ADJ
ajst-1051	55	9	custom	custom	NOUN
ajst-1051	55	10	application	application	NOUN
ajst-1051	55	11	interfaces	interface	NOUN
ajst-1051	55	12	based	base	VERB
ajst-1051	55	13	on	on	ADP
ajst-1051	55	14	the	the	DET
ajst-1051	55	15	services	service	NOUN
ajst-1051	55	16	they	they	PRON
ajst-1051	55	17	provide	provide	VERB
ajst-1051	55	18	.	.	PUNCT
ajst-1051	56	1	(	(	PUNCT
ajst-1051	56	2	4	4	X
ajst-1051	56	3	)	)	PUNCT
ajst-1051	56	4	access	access	NOUN
ajst-1051	56	5	layer	layer	NOUN
ajst-1051	56	6	:	:	PUNCT
ajst-1051	56	7	any	any	DET
ajst-1051	56	8	authorized	authorized	ADJ
ajst-1051	56	9	user	user	NOUN
ajst-1051	56	10	can	can	AUX
ajst-1051	56	11	log	log	VERB
ajst-1051	56	12	in	in	ADP
ajst-1051	56	13	to	to	ADP
ajst-1051	56	14	the	the	DET
ajst-1051	56	15	cloud	cloud	NOUN
ajst-1051	56	16	storage	storage	NOUN
ajst-1051	56	17	system	system	NOUN
ajst-1051	56	18	through	through	ADP
ajst-1051	56	19	a	a	DET
ajst-1051	56	20	standard	standard	ADJ
ajst-1051	56	21	public	public	ADJ
ajst-1051	56	22	api	api	NOUN
ajst-1051	56	23	to	to	PART
ajst-1051	56	24	use	use	VERB
ajst-1051	56	25	the	the	DET
ajst-1051	56	26	required	require	VERB
ajst-1051	56	27	cloud	cloud	NOUN
ajst-1051	56	28	storage	storage	NOUN
ajst-1051	56	29	services	service	NOUN
ajst-1051	56	30	.	.	PUNCT
ajst-1051	57	1	different	different	ADJ
ajst-1051	57	2	cloud	cloud	NOUN
ajst-1051	57	3	storage	storage	NOUN
ajst-1051	57	4	service	service	NOUN
ajst-1051	57	5	providers	provider	NOUN
ajst-1051	57	6	use	use	VERB
ajst-1051	57	7	different	different	ADJ
ajst-1051	57	8	types	type	NOUN
ajst-1051	57	9	of	of	ADP
ajst-1051	57	10	access	access	NOUN
ajst-1051	57	11	mechanisms	mechanism	NOUN
ajst-1051	57	12	.	.	PUNCT
ajst-1051	58	1	the	the	DET
ajst-1051	58	2	access	access	NOUN
ajst-1051	58	3	layer	layer	NOUN
ajst-1051	58	4	has	have	VERB
ajst-1051	58	5	a	a	DET
ajst-1051	58	6	catalog	catalog	NOUN
ajst-1051	58	7	,	,	PUNCT
ajst-1051	58	8	which	which	PRON
ajst-1051	58	9	provides	provide	VERB
ajst-1051	58	10	pricing	pricing	NOUN
ajst-1051	58	11	and	and	CCONJ
ajst-1051	58	12	other	other	ADJ
ajst-1051	58	13	usage	usage	NOUN
ajst-1051	58	14	details	detail	NOUN
ajst-1051	58	15	,	,	PUNCT
ajst-1051	58	16	and	and	CCONJ
ajst-1051	58	17	also	also	ADV
ajst-1051	58	18	provides	provide	VERB
ajst-1051	58	19	details	detail	NOUN
ajst-1051	58	20	of	of	ADP
ajst-1051	58	21	the	the	DET
ajst-1051	58	22	service	service	NOUN
ajst-1051	58	23	agreement	agreement	NOUN
ajst-1051	58	24	given	give	VERB
ajst-1051	58	25	by	by	ADP
ajst-1051	58	26	the	the	DET
ajst-1051	58	27	particular	particular	ADJ
ajst-1051	58	28	service	service	NOUN
ajst-1051	58	29	provider	provider	NOUN
ajst-1051	58	30	.	.	PUNCT
ajst-1051	59	1	4.2	4.2	NUM
ajst-1051	59	2	.	.	PUNCT
ajst-1051	60	1	cloud	cloud	NOUN
ajst-1051	60	2	storage	storage	NOUN
ajst-1051	60	3	application	application	NOUN
ajst-1051	60	4	technology	technology	NOUN
ajst-1051	60	5	4.2.1	4.2.1	NOUN
ajst-1051	60	6	.	.	PUNCT
ajst-1051	61	1	storage	storage	NOUN
ajst-1051	61	2	virtualization	virtualization	NOUN
ajst-1051	61	3	storage	storage	NOUN
ajst-1051	61	4	virtualization	virtualization	NOUN
ajst-1051	61	5	is	be	AUX
ajst-1051	61	6	a	a	DET
ajst-1051	61	7	mechanism	mechanism	NOUN
ajst-1051	61	8	to	to	PART
ajst-1051	61	9	ensure	ensure	VERB
ajst-1051	61	10	that	that	SCONJ
ajst-1051	61	11	different	different	ADJ
ajst-1051	61	12	heterogeneous	heterogeneous	ADJ
ajst-1051	61	13	types	type	NOUN
ajst-1051	61	14	of	of	ADP
ajst-1051	61	15	storage	storage	NOUN
ajst-1051	61	16	devices	device	NOUN
ajst-1051	61	17	are	be	AUX
ajst-1051	61	18	stored	store	VERB
ajst-1051	61	19	and	and	CCONJ
ajst-1051	61	20	managed	manage	VERB
ajst-1051	61	21	as	as	ADP
ajst-1051	61	22	a	a	DET
ajst-1051	61	23	single	single	ADJ
ajst-1051	61	24	unit	unit	NOUN
ajst-1051	61	25	.	.	PUNCT
ajst-1051	62	1	this	this	PRON
ajst-1051	62	2	will	will	AUX
ajst-1051	62	3	support	support	VERB
ajst-1051	62	4	unified	unified	ADJ
ajst-1051	62	5	memory	memory	NOUN
ajst-1051	62	6	management	management	NOUN
ajst-1051	62	7	,	,	PUNCT
ajst-1051	62	8	easier	easy	ADJ
ajst-1051	62	9	deployment	deployment	NOUN
ajst-1051	62	10	,	,	PUNCT
ajst-1051	62	11	and	and	CCONJ
ajst-1051	62	12	integrated	integrated	ADJ
ajst-1051	62	13	monitoring	monitoring	NOUN
ajst-1051	62	14	of	of	ADP
ajst-1051	62	15	the	the	DET
ajst-1051	62	16	entire	entire	ADJ
ajst-1051	62	17	storage	storage	NOUN
ajst-1051	62	18	infrastructure[3	infrastructure[3	NOUN
ajst-1051	62	19	]	]	PUNCT
ajst-1051	62	20	.	.	PUNCT
ajst-1051	63	1	storage	storage	NOUN
ajst-1051	63	2	virtualization	virtualization	NOUN
ajst-1051	63	3	primarily	primarily	ADV
ajst-1051	63	4	involves	involve	VERB
ajst-1051	63	5	partitioning	partition	VERB
ajst-1051	63	6	available	available	ADJ
ajst-1051	63	7	storage	storage	NOUN
ajst-1051	63	8	into	into	ADP
ajst-1051	63	9	virtual	virtual	ADJ
ajst-1051	63	10	volumes	volume	NOUN
ajst-1051	63	11	.	.	PUNCT
ajst-1051	64	1	virtual	virtual	ADJ
ajst-1051	64	2	volumes	volume	NOUN
ajst-1051	64	3	can	can	AUX
ajst-1051	64	4	be	be	AUX
ajst-1051	64	5	created	create	VERB
ajst-1051	64	6	by	by	ADP
ajst-1051	64	7	combining	combine	VERB
ajst-1051	64	8	different	different	ADJ
ajst-1051	64	9	types	type	NOUN
ajst-1051	64	10	of	of	ADP
ajst-1051	64	11	storage	storage	NOUN
ajst-1051	64	12	devices	device	NOUN
ajst-1051	64	13	.	.	PUNCT
ajst-1051	65	1	these	these	DET
ajst-1051	65	2	virtual	virtual	ADJ
ajst-1051	65	3	volumes	volume	NOUN
ajst-1051	65	4	abstract	abstract	ADV
ajst-1051	65	5	away	away	ADV
ajst-1051	65	6	the	the	DET
ajst-1051	65	7	details	detail	NOUN
ajst-1051	65	8	of	of	ADP
ajst-1051	65	9	the	the	DET
ajst-1051	65	10	storage	storage	NOUN
ajst-1051	65	11	devices	device	NOUN
ajst-1051	65	12	in	in	ADP
ajst-1051	65	13	the	the	DET
ajst-1051	65	14	volume	volume	NOUN
ajst-1051	65	15	and	and	CCONJ
ajst-1051	65	16	then	then	ADV
ajst-1051	65	17	present	present	VERB
ajst-1051	65	18	them	they	PRON
ajst-1051	65	19	as	as	ADP
ajst-1051	65	20	storage	storage	NOUN
ajst-1051	65	21	devices	device	NOUN
ajst-1051	65	22	to	to	ADP
ajst-1051	65	23	the	the	DET
ajst-1051	65	24	operating	operating	NOUN
ajst-1051	65	25	system	system	NOUN
ajst-1051	65	26	.	.	PUNCT
ajst-1051	66	1	virtual	virtual	ADJ
ajst-1051	66	2	volumes	volume	NOUN
ajst-1051	66	3	can	can	AUX
ajst-1051	66	4	be	be	AUX
ajst-1051	66	5	expanded	expand	VERB
ajst-1051	66	6	,	,	PUNCT
ajst-1051	66	7	created	create	VERB
ajst-1051	66	8	,	,	PUNCT
ajst-1051	66	9	and	and	CCONJ
ajst-1051	66	10	deleted	delete	VERB
ajst-1051	66	11	based	base	VERB
ajst-1051	66	12	on	on	ADP
ajst-1051	66	13	storage	storage	NOUN
ajst-1051	66	14	requirements	requirement	NOUN
ajst-1051	66	15	without	without	ADP
ajst-1051	66	16	any	any	DET
ajst-1051	66	17	downtime	downtime	NOUN
ajst-1051	66	18	.	.	PUNCT
ajst-1051	67	1	key	key	ADJ
ajst-1051	67	2	benefits	benefit	NOUN
ajst-1051	67	3	provided	provide	VERB
ajst-1051	67	4	by	by	ADP
ajst-1051	67	5	storage	storage	NOUN
ajst-1051	67	6	virtualization	virtualization	NOUN
ajst-1051	67	7	include	include	VERB
ajst-1051	67	8	providing	provide	VERB
ajst-1051	67	9	unified	unified	ADJ
ajst-1051	67	10	storage	storage	NOUN
ajst-1051	67	11	management	management	NOUN
ajst-1051	67	12	capabilities	capability	NOUN
ajst-1051	67	13	;	;	PUNCT
ajst-1051	67	14	facilitating	facilitate	VERB
ajst-1051	67	15	aggregation	aggregation	NOUN
ajst-1051	67	16	of	of	ADP
ajst-1051	67	17	heterogeneous	heterogeneous	ADJ
ajst-1051	67	18	storage	storage	NOUN
ajst-1051	67	19	devices	device	NOUN
ajst-1051	67	20	;	;	PUNCT
ajst-1051	67	21	allowing	allow	VERB
ajst-1051	67	22	storage	storage	NOUN
ajst-1051	67	23	resources	resource	NOUN
ajst-1051	67	24	to	to	PART
ajst-1051	67	25	be	be	AUX
ajst-1051	67	26	allocated	allocate	VERB
ajst-1051	67	27	and	and	CCONJ
ajst-1051	67	28	released	release	VERB
ajst-1051	67	29	as	as	ADP
ajst-1051	67	30	storage	storage	NOUN
ajst-1051	67	31	requirements	requirement	NOUN
ajst-1051	67	32	change	change	VERB
ajst-1051	67	33	;	;	PUNCT
ajst-1051	67	34	and	and	CCONJ
ajst-1051	67	35	providing	provide	VERB
ajst-1051	67	36	scalability	scalability	NOUN
ajst-1051	67	37	to	to	ADP
ajst-1051	67	38	the	the	DET
ajst-1051	67	39	storage	storage	NOUN
ajst-1051	67	40	infrastructure	infrastructure	NOUN
ajst-1051	67	41	.	.	PUNCT
ajst-1051	68	1	4.2.2	4.2.2	X
ajst-1051	68	2	.	.	PUNCT
ajst-1051	68	3	automatic	automatic	ADJ
ajst-1051	68	4	streamlined	streamlined	ADJ
ajst-1051	68	5	configuration	configuration	NOUN
ajst-1051	68	6	the	the	DET
ajst-1051	68	7	unused	unused	ADJ
ajst-1051	68	8	storage	storage	NOUN
ajst-1051	68	9	capacity	capacity	NOUN
ajst-1051	68	10	allocated	allocate	VERB
ajst-1051	68	11	for	for	ADP
ajst-1051	68	12	various	various	ADJ
ajst-1051	68	13	applications	application	NOUN
ajst-1051	68	14	in	in	ADP
ajst-1051	68	15	the	the	DET
ajst-1051	68	16	college	college	NOUN
ajst-1051	68	17	campus	campus	NOUN
ajst-1051	68	18	network	network	NOUN
ajst-1051	68	19	is	be	AUX
ajst-1051	68	20	costly	costly	ADJ
ajst-1051	68	21	to	to	ADP
ajst-1051	68	22	the	the	DET
ajst-1051	68	23	college	college	NOUN
ajst-1051	68	24	,	,	PUNCT
ajst-1051	68	25	including	include	VERB
ajst-1051	68	26	the	the	DET
ajst-1051	68	27	energy	energy	NOUN
ajst-1051	68	28	waste	waste	NOUN
ajst-1051	68	29	it	it	PRON
ajst-1051	68	30	creates	create	VERB
ajst-1051	68	31	,	,	PUNCT
ajst-1051	68	32	as	as	SCONJ
ajst-1051	68	33	unused	unused	ADJ
ajst-1051	68	34	storage	storage	NOUN
ajst-1051	68	35	consumes	consume	VERB
ajst-1051	68	36	energy	energy	NOUN
ajst-1051	68	37	and	and	CCONJ
ajst-1051	68	38	generates	generate	VERB
ajst-1051	68	39	heat	heat	NOUN
ajst-1051	68	40	,	,	PUNCT
ajst-1051	68	41	increasing	increase	VERB
ajst-1051	68	42	total	total	ADJ
ajst-1051	68	43	energy	energy	NOUN
ajst-1051	68	44	consumption	consumption	NOUN
ajst-1051	68	45	,	,	PUNCT
ajst-1051	68	46	and	and	CCONJ
ajst-1051	68	47	the	the	DET
ajst-1051	68	48	space	space	NOUN
ajst-1051	68	49	it	it	PRON
ajst-1051	68	50	takes	take	VERB
ajst-1051	68	51	up	up	ADP
ajst-1051	68	52	,	,	PUNCT
ajst-1051	68	53	as	as	SCONJ
ajst-1051	68	54	unused	unused	ADJ
ajst-1051	68	55	storage	storage	NOUN
ajst-1051	68	56	will	will	AUX
ajst-1051	68	57	take	take	VERB
ajst-1051	68	58	up	up	ADP
ajst-1051	68	59	unnecessary	unnecessary	ADJ
ajst-1051	68	60	space	space	NOUN
ajst-1051	68	61	that	that	PRON
ajst-1051	68	62	could	could	AUX
ajst-1051	68	63	be	be	AUX
ajst-1051	68	64	allocated	allocate	VERB
ajst-1051	68	65	to	to	ADP
ajst-1051	68	66	other	other	ADJ
ajst-1051	68	67	useful	useful	ADJ
ajst-1051	68	68	components	component	NOUN
ajst-1051	68	69	.	.	PUNCT
ajst-1051	69	1	to	to	PART
ajst-1051	69	2	address	address	VERB
ajst-1051	69	3	such	such	ADJ
ajst-1051	69	4	situations	situation	NOUN
ajst-1051	69	5	,	,	PUNCT
ajst-1051	69	6	thin	thin	ADJ
ajst-1051	69	7	provisioning	provisioning	NOUN
ajst-1051	69	8	is	be	AUX
ajst-1051	69	9	a	a	DET
ajst-1051	69	10	necessary	necessary	ADJ
ajst-1051	69	11	storage	storage	NOUN
ajst-1051	69	12	application	application	NOUN
ajst-1051	69	13	technology	technology	NOUN
ajst-1051	69	14	.	.	PUNCT
ajst-1051	70	1	thin	thin	ADJ
ajst-1051	70	2	provisioning	provisioning	NOUN
ajst-1051	70	3	refers	refer	VERB
ajst-1051	70	4	to	to	ADP
ajst-1051	70	5	configuring	configure	VERB
ajst-1051	70	6	storage	storage	NOUN
ajst-1051	70	7	according	accord	VERB
ajst-1051	70	8	to	to	ADP
ajst-1051	70	9	actual	actual	ADJ
ajst-1051	70	10	demand	demand	NOUN
ajst-1051	70	11	.	.	PUNCT
ajst-1051	71	1	with	with	ADP
ajst-1051	71	2	this	this	DET
ajst-1051	71	3	technique	technique	NOUN
ajst-1051	71	4	,	,	PUNCT
ajst-1051	71	5	logical	logical	ADJ
ajst-1051	71	6	storage	storage	NOUN
ajst-1051	71	7	is	be	AUX
ajst-1051	71	8	allocated	allocate	VERB
ajst-1051	71	9	to	to	ADP
ajst-1051	71	10	applications	application	NOUN
ajst-1051	71	11	based	base	VERB
ajst-1051	71	12	on	on	ADP
ajst-1051	71	13	predicted	predict	VERB
ajst-1051	71	14	demand	demand	NOUN
ajst-1051	71	15	.	.	PUNCT
ajst-1051	72	1	the	the	DET
ajst-1051	72	2	actual	actual	ADJ
ajst-1051	72	3	allocated	allocate	VERB
ajst-1051	72	4	storage	storage	NOUN
ajst-1051	72	5	is	be	AUX
ajst-1051	72	6	based	base	VERB
ajst-1051	72	7	on	on	ADP
ajst-1051	72	8	the	the	DET
ajst-1051	72	9	current	current	ADJ
ajst-1051	72	10	demand	demand	NOUN
ajst-1051	72	11	of	of	ADP
ajst-1051	72	12	the	the	DET
ajst-1051	72	13	application	application	NOUN
ajst-1051	72	14	and	and	CCONJ
ajst-1051	72	15	is	be	AUX
ajst-1051	72	16	much	much	ADV
ajst-1051	72	17	smaller	small	ADJ
ajst-1051	72	18	than	than	ADP
ajst-1051	72	19	the	the	DET
ajst-1051	72	20	logical	logical	ADJ
ajst-1051	72	21	storage	storage	NOUN
ajst-1051	72	22	.	.	PUNCT
ajst-1051	73	1	once	once	SCONJ
ajst-1051	73	2	the	the	DET
ajst-1051	73	3	application	application	NOUN
ajst-1051	73	4	's	's	PART
ajst-1051	73	5	storage	storage	NOUN
ajst-1051	73	6	needs	need	NOUN
ajst-1051	73	7	increase	increase	NOUN
ajst-1051	73	8	,	,	PUNCT
ajst-1051	73	9	more	more	ADJ
ajst-1051	73	10	storage	storage	NOUN
ajst-1051	73	11	is	be	AUX
ajst-1051	73	12	allocated	allocate	VERB
ajst-1051	73	13	to	to	ADP
ajst-1051	73	14	the	the	DET
ajst-1051	73	15	application	application	NOUN
ajst-1051	73	16	from	from	ADP
ajst-1051	73	17	a	a	DET
ajst-1051	73	18	pool	pool	NOUN
ajst-1051	73	19	of	of	ADP
ajst-1051	73	20	resources	resource	NOUN
ajst-1051	73	21	.	.	PUNCT
ajst-1051	74	1	with	with	ADP
ajst-1051	74	2	this	this	DET
ajst-1051	74	3	approach	approach	NOUN
ajst-1051	74	4	,	,	PUNCT
ajst-1051	74	5	thin	thin	ADJ
ajst-1051	74	6	provisioning	provisioning	NOUN
ajst-1051	74	7	provides	provide	VERB
ajst-1051	74	8	efficient	efficient	ADJ
ajst-1051	74	9	use	use	NOUN
ajst-1051	74	10	of	of	ADP
ajst-1051	74	11	storage	storage	NOUN
ajst-1051	74	12	and	and	CCONJ
ajst-1051	74	13	reduces	reduce	VERB
ajst-1051	74	14	waste	waste	NOUN
ajst-1051	74	15	of	of	ADP
ajst-1051	74	16	physical	physical	ADJ
ajst-1051	74	17	storage	storage	NOUN
ajst-1051	74	18	.	.	PUNCT
ajst-1051	75	1	8	8	NUM
ajst-1051	75	2	4.2.3	4.2.3	NUM
ajst-1051	75	3	.	.	PUNCT
ajst-1051	76	1	cloud	cloud	NOUN
ajst-1051	76	2	storage	storage	NOUN
ajst-1051	76	3	optimization	optimization	NOUN
ajst-1051	76	4	(	(	PUNCT
ajst-1051	76	5	1	1	NUM
ajst-1051	76	6	)	)	PUNCT
ajst-1051	76	7	deduplication	deduplication	NOUN
ajst-1051	76	8	.	.	PUNCT
ajst-1051	77	1	this	this	DET
ajst-1051	77	2	technique	technique	NOUN
ajst-1051	77	3	is	be	AUX
ajst-1051	77	4	used	use	VERB
ajst-1051	77	5	to	to	PART
ajst-1051	77	6	ensure	ensure	VERB
ajst-1051	77	7	that	that	SCONJ
ajst-1051	77	8	duplicate	duplicate	ADJ
ajst-1051	77	9	data	datum	NOUN
ajst-1051	77	10	does	do	AUX
ajst-1051	77	11	not	not	PART
ajst-1051	77	12	occur	occur	VERB
ajst-1051	77	13	in	in	ADP
ajst-1051	77	14	the	the	DET
ajst-1051	77	15	storage	storage	NOUN
ajst-1051	77	16	system	system	NOUN
ajst-1051	77	17	,	,	PUNCT
ajst-1051	77	18	i.e.	i.e.	X
ajst-1051	77	19	,	,	PUNCT
ajst-1051	77	20	to	to	PART
ajst-1051	77	21	ensure	ensure	VERB
ajst-1051	77	22	that	that	SCONJ
ajst-1051	77	23	duplicate	duplicate	ADJ
ajst-1051	77	24	copies	copy	NOUN
ajst-1051	77	25	of	of	ADP
ajst-1051	77	26	data	datum	NOUN
ajst-1051	77	27	are	be	AUX
ajst-1051	77	28	not	not	PART
ajst-1051	77	29	kept	keep	VERB
ajst-1051	77	30	in	in	ADP
ajst-1051	77	31	the	the	DET
ajst-1051	77	32	system	system	NOUN
ajst-1051	77	33	.	.	PUNCT
ajst-1051	78	1	this	this	DET
ajst-1051	78	2	technique	technique	NOUN
ajst-1051	78	3	will	will	AUX
ajst-1051	78	4	reduce	reduce	VERB
ajst-1051	78	5	the	the	DET
ajst-1051	78	6	storage	storage	NOUN
ajst-1051	78	7	space	space	NOUN
ajst-1051	78	8	significantly	significantly	ADV
ajst-1051	78	9	.	.	PUNCT
ajst-1051	79	1	deduplication	deduplication	NOUN
ajst-1051	79	2	is	be	AUX
ajst-1051	79	3	performed	perform	VERB
ajst-1051	79	4	with	with	ADP
ajst-1051	79	5	the	the	DET
ajst-1051	79	6	help	help	NOUN
ajst-1051	79	7	of	of	ADP
ajst-1051	79	8	hashing	hashing	NOUN
ajst-1051	79	9	method	method	NOUN
ajst-1051	79	10	.	.	PUNCT
ajst-1051	80	1	the	the	DET
ajst-1051	80	2	hashing	hashing	NOUN
ajst-1051	80	3	method	method	NOUN
ajst-1051	80	4	generates	generate	VERB
ajst-1051	80	5	a	a	DET
ajst-1051	80	6	unique	unique	ADJ
ajst-1051	80	7	hash	hash	NOUN
ajst-1051	80	8	value	value	NOUN
ajst-1051	80	9	for	for	ADP
ajst-1051	80	10	each	each	DET
ajst-1051	80	11	file	file	NOUN
ajst-1051	80	12	based	base	VERB
ajst-1051	80	13	on	on	ADP
ajst-1051	80	14	its	its	PRON
ajst-1051	80	15	content	content	NOUN
ajst-1051	80	16	.	.	PUNCT
ajst-1051	81	1	each	each	DET
ajst-1051	81	2	time	time	NOUN
ajst-1051	81	3	a	a	DET
ajst-1051	81	4	new	new	ADJ
ajst-1051	81	5	file	file	NOUN
ajst-1051	81	6	arrives	arrive	VERB
ajst-1051	81	7	in	in	ADP
ajst-1051	81	8	the	the	DET
ajst-1051	81	9	storage	storage	NOUN
ajst-1051	81	10	system	system	NOUN
ajst-1051	81	11	,	,	PUNCT
ajst-1051	81	12	the	the	DET
ajst-1051	81	13	data	data	NOUN
ajst-1051	81	14	deletion	deletion	NOUN
ajst-1051	81	15	software	software	NOUN
ajst-1051	81	16	generates	generate	VERB
ajst-1051	81	17	a	a	DET
ajst-1051	81	18	hash	hash	NOUN
ajst-1051	81	19	for	for	ADP
ajst-1051	81	20	the	the	DET
ajst-1051	81	21	file	file	NOUN
ajst-1051	81	22	and	and	CCONJ
ajst-1051	81	23	compares	compare	VERB
ajst-1051	81	24	it	it	PRON
ajst-1051	81	25	with	with	ADP
ajst-1051	81	26	the	the	DET
ajst-1051	81	27	existing	exist	VERB
ajst-1051	81	28	hash	hash	NOUN
ajst-1051	81	29	.	.	PUNCT
ajst-1051	82	1	if	if	SCONJ
ajst-1051	82	2	the	the	DET
ajst-1051	82	3	same	same	ADJ
ajst-1051	82	4	hash	hash	NOUN
ajst-1051	82	5	already	already	ADV
ajst-1051	82	6	exists	exist	VERB
ajst-1051	82	7	,	,	PUNCT
ajst-1051	82	8	it	it	PRON
ajst-1051	82	9	means	mean	VERB
ajst-1051	82	10	that	that	SCONJ
ajst-1051	82	11	the	the	DET
ajst-1051	82	12	same	same	ADJ
ajst-1051	82	13	file	file	NOUN
ajst-1051	82	14	is	be	AUX
ajst-1051	82	15	already	already	ADV
ajst-1051	82	16	stored	store	VERB
ajst-1051	82	17	in	in	ADP
ajst-1051	82	18	the	the	DET
ajst-1051	82	19	system	system	NOUN
ajst-1051	82	20	and	and	CCONJ
ajst-1051	82	21	no	no	DET
ajst-1051	82	22	more	more	ADJ
ajst-1051	82	23	storage	storage	NOUN
ajst-1051	82	24	will	will	AUX
ajst-1051	82	25	be	be	AUX
ajst-1051	82	26	done	do	VERB
ajst-1051	82	27	for	for	ADP
ajst-1051	82	28	it	it	PRON
ajst-1051	82	29	.	.	PUNCT
ajst-1051	83	1	if	if	SCONJ
ajst-1051	83	2	the	the	DET
ajst-1051	83	3	new	new	ADJ
ajst-1051	83	4	file	file	NOUN
ajst-1051	83	5	makes	make	VERB
ajst-1051	83	6	only	only	ADJ
ajst-1051	83	7	minor	minor	ADJ
ajst-1051	83	8	changes	change	NOUN
ajst-1051	83	9	to	to	ADP
ajst-1051	83	10	an	an	DET
ajst-1051	83	11	existing	exist	VERB
ajst-1051	83	12	file	file	NOUN
ajst-1051	83	13	on	on	ADP
ajst-1051	83	14	the	the	DET
ajst-1051	83	15	system	system	NOUN
ajst-1051	83	16	,	,	PUNCT
ajst-1051	83	17	only	only	ADV
ajst-1051	83	18	the	the	DET
ajst-1051	83	19	changed	change	VERB
ajst-1051	83	20	part	part	NOUN
ajst-1051	83	21	of	of	ADP
ajst-1051	83	22	the	the	DET
ajst-1051	83	23	file	file	NOUN
ajst-1051	83	24	will	will	AUX
ajst-1051	83	25	be	be	AUX
ajst-1051	83	26	saved	save	VERB
ajst-1051	83	27	,	,	PUNCT
ajst-1051	83	28	not	not	PART
ajst-1051	83	29	the	the	DET
ajst-1051	83	30	entire	entire	ADJ
ajst-1051	83	31	new	new	ADJ
ajst-1051	83	32	file	file	NOUN
ajst-1051	83	33	.	.	PUNCT
ajst-1051	84	1	the	the	DET
ajst-1051	84	2	process	process	NOUN
ajst-1051	84	3	of	of	ADP
ajst-1051	84	4	deduplication	deduplication	NOUN
ajst-1051	84	5	is	be	AUX
ajst-1051	84	6	shown	show	VERB
ajst-1051	84	7	in	in	ADP
ajst-1051	84	8	figure	figure	NOUN
ajst-1051	84	9	2	2	NUM
ajst-1051	84	10	below	below	ADV
ajst-1051	84	11	.	.	PUNCT
ajst-1051	85	1	figure	figure	NOUN
ajst-1051	85	2	2	2	NUM
ajst-1051	85	3	.	.	PUNCT
ajst-1051	85	4	deduplication	deduplication	NOUN
ajst-1051	85	5	deduplication	deduplication	NOUN
ajst-1051	85	6	can	can	AUX
ajst-1051	85	7	be	be	AUX
ajst-1051	85	8	performed	perform	VERB
ajst-1051	85	9	at	at	ADP
ajst-1051	85	10	two	two	NUM
ajst-1051	85	11	levels	level	NOUN
ajst-1051	85	12	:	:	PUNCT
ajst-1051	85	13	the	the	DET
ajst-1051	85	14	file	file	NOUN
ajst-1051	85	15	level	level	NOUN
ajst-1051	85	16	and	and	CCONJ
ajst-1051	85	17	the	the	DET
ajst-1051	85	18	block	block	NOUN
ajst-1051	85	19	level	level	NOUN
ajst-1051	85	20	.	.	PUNCT
ajst-1051	86	1	file	file	NOUN
ajst-1051	86	2	-	-	PUNCT
ajst-1051	86	3	level	level	NOUN
ajst-1051	86	4	deduplication	deduplication	NOUN
ajst-1051	86	5	is	be	AUX
ajst-1051	86	6	performed	perform	VERB
ajst-1051	86	7	on	on	ADP
ajst-1051	86	8	files	file	NOUN
ajst-1051	86	9	,	,	PUNCT
ajst-1051	86	10	and	and	CCONJ
ajst-1051	86	11	it	it	PRON
ajst-1051	86	12	ensures	ensure	VERB
ajst-1051	86	13	that	that	SCONJ
ajst-1051	86	14	only	only	ADV
ajst-1051	86	15	one	one	NUM
ajst-1051	86	16	copy	copy	NOUN
ajst-1051	86	17	of	of	ADP
ajst-1051	86	18	each	each	DET
ajst-1051	86	19	file	file	NOUN
ajst-1051	86	20	is	be	AUX
ajst-1051	86	21	retained	retain	VERB
ajst-1051	86	22	in	in	ADP
ajst-1051	86	23	the	the	DET
ajst-1051	86	24	system	system	NOUN
ajst-1051	86	25	.	.	PUNCT
ajst-1051	87	1	in	in	ADP
ajst-1051	87	2	block	block	NOUN
ajst-1051	87	3	-	-	PUNCT
ajst-1051	87	4	level	level	NOUN
ajst-1051	87	5	deduplication	deduplication	NOUN
ajst-1051	87	6	,	,	PUNCT
ajst-1051	87	7	the	the	DET
ajst-1051	87	8	files	file	NOUN
ajst-1051	87	9	that	that	PRON
ajst-1051	87	10	need	need	VERB
ajst-1051	87	11	to	to	PART
ajst-1051	87	12	be	be	AUX
ajst-1051	87	13	de	de	VERB
ajst-1051	87	14	-	-	VERB
ajst-1051	87	15	duplicated	duplicate	VERB
ajst-1051	87	16	are	be	AUX
ajst-1051	87	17	split	split	VERB
ajst-1051	87	18	into	into	ADP
ajst-1051	87	19	blocks	block	NOUN
ajst-1051	87	20	,	,	PUNCT
ajst-1051	87	21	and	and	CCONJ
ajst-1051	87	22	the	the	DET
ajst-1051	87	23	software	software	NOUN
ajst-1051	87	24	ensures	ensure	VERB
ajst-1051	87	25	that	that	SCONJ
ajst-1051	87	26	only	only	ADV
ajst-1051	87	27	one	one	NUM
ajst-1051	87	28	copy	copy	NOUN
ajst-1051	87	29	of	of	ADP
ajst-1051	87	30	the	the	DET
ajst-1051	87	31	file	file	NOUN
ajst-1051	87	32	is	be	AUX
ajst-1051	87	33	kept	keep	VERB
ajst-1051	87	34	in	in	ADP
ajst-1051	87	35	each	each	DET
ajst-1051	87	36	block	block	NOUN
ajst-1051	87	37	.	.	PUNCT
ajst-1051	88	1	the	the	DET
ajst-1051	88	2	uniqueness	uniqueness	NOUN
ajst-1051	88	3	of	of	ADP
ajst-1051	88	4	a	a	DET
ajst-1051	88	5	file	file	NOUN
ajst-1051	88	6	or	or	CCONJ
ajst-1051	88	7	block	block	NOUN
ajst-1051	88	8	is	be	AUX
ajst-1051	88	9	detected	detect	VERB
ajst-1051	88	10	by	by	ADP
ajst-1051	88	11	comparing	compare	VERB
ajst-1051	88	12	the	the	DET
ajst-1051	88	13	generated	generate	VERB
ajst-1051	88	14	hash	hash	NOUN
ajst-1051	88	15	value	value	NOUN
ajst-1051	88	16	with	with	ADP
ajst-1051	88	17	the	the	DET
ajst-1051	88	18	hash	hash	NOUN
ajst-1051	88	19	value	value	NOUN
ajst-1051	88	20	of	of	ADP
ajst-1051	88	21	an	an	DET
ajst-1051	88	22	already	already	ADV
ajst-1051	88	23	existing	exist	VERB
ajst-1051	88	24	file	file	NOUN
ajst-1051	88	25	or	or	CCONJ
ajst-1051	88	26	block	block	NOUN
ajst-1051	88	27	.	.	PUNCT
ajst-1051	89	1	(	(	PUNCT
ajst-1051	89	2	2	2	X
ajst-1051	89	3	)	)	PUNCT
ajst-1051	89	4	compression	compression	NOUN
ajst-1051	89	5	.	.	PUNCT
ajst-1051	90	1	compression	compression	NOUN
ajst-1051	90	2	techniques	technique	NOUN
ajst-1051	90	3	reduce	reduce	VERB
ajst-1051	90	4	the	the	DET
ajst-1051	90	5	amount	amount	NOUN
ajst-1051	90	6	of	of	ADP
ajst-1051	90	7	data	datum	NOUN
ajst-1051	90	8	by	by	ADP
ajst-1051	90	9	removing	remove	VERB
ajst-1051	90	10	the	the	DET
ajst-1051	90	11	gaps	gap	NOUN
ajst-1051	90	12	that	that	PRON
ajst-1051	90	13	exist	exist	VERB
ajst-1051	90	14	in	in	ADP
ajst-1051	90	15	the	the	DET
ajst-1051	90	16	data	datum	NOUN
ajst-1051	90	17	.	.	PUNCT
ajst-1051	91	1	the	the	DET
ajst-1051	91	2	main	main	ADJ
ajst-1051	91	3	drawback	drawback	NOUN
ajst-1051	91	4	of	of	ADP
ajst-1051	91	5	compression	compression	NOUN
ajst-1051	91	6	techniques	technique	NOUN
ajst-1051	91	7	is	be	AUX
ajst-1051	91	8	that	that	SCONJ
ajst-1051	91	9	it	it	PRON
ajst-1051	91	10	consumes	consume	VERB
ajst-1051	91	11	computational	computational	ADJ
ajst-1051	91	12	cycles	cycle	NOUN
ajst-1051	91	13	,	,	PUNCT
ajst-1051	91	14	which	which	PRON
ajst-1051	91	15	in	in	ADP
ajst-1051	91	16	turn	turn	NOUN
ajst-1051	91	17	may	may	AUX
ajst-1051	91	18	lead	lead	VERB
ajst-1051	91	19	to	to	ADP
ajst-1051	91	20	performance	performance	NOUN
ajst-1051	91	21	concerns	concern	NOUN
ajst-1051	91	22	for	for	ADP
ajst-1051	91	23	users	user	NOUN
ajst-1051	91	24	of	of	ADP
ajst-1051	91	25	storage	storage	NOUN
ajst-1051	91	26	devices	device	NOUN
ajst-1051	91	27	,	,	PUNCT
ajst-1051	91	28	since	since	SCONJ
ajst-1051	91	29	the	the	DET
ajst-1051	91	30	transfer	transfer	NOUN
ajst-1051	91	31	of	of	ADP
ajst-1051	91	32	data	datum	NOUN
ajst-1051	91	33	to	to	ADP
ajst-1051	91	34	the	the	DET
ajst-1051	91	35	cloud	cloud	NOUN
ajst-1051	91	36	is	be	AUX
ajst-1051	91	37	a	a	DET
ajst-1051	91	38	continuous	continuous	ADJ
ajst-1051	91	39	process	process	NOUN
ajst-1051	91	40	.	.	PUNCT
ajst-1051	92	1	however	however	ADV
ajst-1051	92	2	,	,	PUNCT
ajst-1051	92	3	the	the	DET
ajst-1051	92	4	use	use	NOUN
ajst-1051	92	5	of	of	ADP
ajst-1051	92	6	compression	compression	NOUN
ajst-1051	92	7	techniques	technique	NOUN
ajst-1051	92	8	does	do	AUX
ajst-1051	92	9	significantly	significantly	ADV
ajst-1051	92	10	reduce	reduce	VERB
ajst-1051	92	11	the	the	DET
ajst-1051	92	12	storage	storage	NOUN
ajst-1051	92	13	space	space	NOUN
ajst-1051	92	14	occupied	occupy	VERB
ajst-1051	92	15	by	by	ADP
ajst-1051	92	16	the	the	DET
ajst-1051	92	17	data	datum	NOUN
ajst-1051	92	18	.	.	PUNCT
ajst-1051	93	1	(	(	PUNCT
ajst-1051	93	2	3	3	X
ajst-1051	93	3	)	)	PUNCT
ajst-1051	93	4	data	datum	NOUN
ajst-1051	93	5	backup	backup	NOUN
ajst-1051	93	6	.	.	PUNCT
ajst-1051	94	1	phenomena	phenomenon	NOUN
ajst-1051	94	2	such	such	ADJ
ajst-1051	94	3	as	as	ADP
ajst-1051	94	4	data	datum	NOUN
ajst-1051	94	5	loss	loss	NOUN
ajst-1051	94	6	and	and	CCONJ
ajst-1051	94	7	damage	damage	NOUN
ajst-1051	94	8	are	be	AUX
ajst-1051	94	9	difficult	difficult	ADJ
ajst-1051	94	10	to	to	PART
ajst-1051	94	11	avoid	avoid	VERB
ajst-1051	94	12	in	in	ADP
ajst-1051	94	13	information	information	NOUN
ajst-1051	94	14	data	datum	NOUN
ajst-1051	94	15	storage	storage	NOUN
ajst-1051	94	16	,	,	PUNCT
ajst-1051	94	17	which	which	PRON
ajst-1051	94	18	can	can	AUX
ajst-1051	94	19	affect	affect	VERB
ajst-1051	94	20	the	the	DET
ajst-1051	94	21	user	user	NOUN
ajst-1051	94	22	's	's	PART
ajst-1051	94	23	feeling	feeling	NOUN
ajst-1051	94	24	of	of	ADP
ajst-1051	94	25	use	use	NOUN
ajst-1051	94	26	and	and	CCONJ
ajst-1051	94	27	can	can	AUX
ajst-1051	94	28	cause	cause	VERB
ajst-1051	94	29	serious	serious	ADJ
ajst-1051	94	30	economic	economic	ADJ
ajst-1051	94	31	losses[4	losses[4	PROPN
ajst-1051	94	32	]	]	PUNCT
ajst-1051	94	33	.	.	PUNCT
ajst-1051	95	1	by	by	ADP
ajst-1051	95	2	applying	apply	VERB
ajst-1051	95	3	data	datum	NOUN
ajst-1051	95	4	backup	backup	NOUN
ajst-1051	95	5	technology	technology	NOUN
ajst-1051	95	6	,	,	PUNCT
ajst-1051	95	7	data	datum	NOUN
ajst-1051	95	8	deleted	delete	VERB
ajst-1051	95	9	due	due	ADP
ajst-1051	95	10	to	to	PART
ajst-1051	95	11	fault	fault	VERB
ajst-1051	95	12	problems	problem	NOUN
ajst-1051	95	13	can	can	AUX
ajst-1051	95	14	be	be	AUX
ajst-1051	95	15	restored	restore	VERB
ajst-1051	95	16	to	to	PART
ajst-1051	95	17	ensure	ensure	VERB
ajst-1051	95	18	the	the	DET
ajst-1051	95	19	normal	normal	ADJ
ajst-1051	95	20	operation	operation	NOUN
ajst-1051	95	21	of	of	ADP
ajst-1051	95	22	the	the	DET
ajst-1051	95	23	system	system	NOUN
ajst-1051	95	24	and	and	CCONJ
ajst-1051	95	25	the	the	DET
ajst-1051	95	26	integrity	integrity	NOUN
ajst-1051	95	27	of	of	ADP
ajst-1051	95	28	user	user	NOUN
ajst-1051	95	29	data	datum	NOUN
ajst-1051	95	30	advantages	advantage	NOUN
ajst-1051	95	31	,	,	PUNCT
ajst-1051	95	32	which	which	PRON
ajst-1051	95	33	is	be	AUX
ajst-1051	95	34	especially	especially	ADV
ajst-1051	95	35	important	important	ADJ
ajst-1051	95	36	for	for	ADP
ajst-1051	95	37	big	big	ADJ
ajst-1051	95	38	data	datum	NOUN
ajst-1051	95	39	platforms	platform	NOUN
ajst-1051	95	40	.	.	PUNCT
ajst-1051	96	1	5	5	X
ajst-1051	96	2	.	.	X
ajst-1051	96	3	conclusion	conclusion	NOUN
ajst-1051	96	4	building	build	VERB
ajst-1051	96	5	a	a	DET
ajst-1051	96	6	digital	digital	ADJ
ajst-1051	96	7	campus	campus	NOUN
ajst-1051	96	8	is	be	AUX
ajst-1051	96	9	a	a	DET
ajst-1051	96	10	fundamental	fundamental	ADJ
ajst-1051	96	11	means	mean	NOUN
ajst-1051	96	12	to	to	PART
ajst-1051	96	13	promote	promote	VERB
ajst-1051	96	14	education	education	NOUN
ajst-1051	96	15	informatization	informatization	NOUN
ajst-1051	96	16	.	.	PUNCT
ajst-1051	97	1	technologies	technology	NOUN
ajst-1051	97	2	such	such	ADJ
ajst-1051	97	3	as	as	ADP
ajst-1051	97	4	cloud	cloud	NOUN
ajst-1051	97	5	computing	computing	NOUN
ajst-1051	97	6	,	,	PUNCT
ajst-1051	97	7	big	big	ADJ
ajst-1051	97	8	data	datum	NOUN
ajst-1051	97	9	and	and	CCONJ
ajst-1051	97	10	5	5	NUM
ajst-1051	97	11	g	g	NOUN
ajst-1051	97	12	bring	bring	VERB
ajst-1051	97	13	new	new	ADJ
ajst-1051	97	14	opportunities	opportunity	NOUN
ajst-1051	97	15	and	and	CCONJ
ajst-1051	97	16	challenges	challenge	NOUN
ajst-1051	97	17	to	to	ADP
ajst-1051	97	18	the	the	DET
ajst-1051	97	19	construction	construction	NOUN
ajst-1051	97	20	of	of	ADP
ajst-1051	97	21	digital	digital	ADJ
ajst-1051	97	22	campus	campus	NOUN
ajst-1051	97	23	.	.	PUNCT
ajst-1051	98	1	the	the	DET
ajst-1051	98	2	scale	scale	NOUN
ajst-1051	98	3	,	,	PUNCT
ajst-1051	98	4	changeability	changeability	NOUN
ajst-1051	98	5	and	and	CCONJ
ajst-1051	98	6	diversity	diversity	NOUN
ajst-1051	98	7	of	of	ADP
ajst-1051	98	8	big	big	ADJ
ajst-1051	98	9	data	datum	NOUN
ajst-1051	98	10	bring	bring	VERB
ajst-1051	98	11	great	great	ADJ
ajst-1051	98	12	challenges	challenge	NOUN
ajst-1051	98	13	to	to	ADP
ajst-1051	98	14	it	it	PRON
ajst-1051	98	15	.	.	PUNCT
ajst-1051	99	1	big	big	ADJ
ajst-1051	99	2	data	datum	NOUN
ajst-1051	99	3	requires	require	VERB
ajst-1051	99	4	high	high	ADJ
ajst-1051	99	5	-	-	PUNCT
ajst-1051	99	6	quality	quality	NOUN
ajst-1051	99	7	it	it	PRON
ajst-1051	99	8	infrastructure	infrastructure	NOUN
ajst-1051	99	9	,	,	PUNCT
ajst-1051	99	10	platforms	platform	NOUN
ajst-1051	99	11	,	,	PUNCT
ajst-1051	99	12	databases	database	NOUN
ajst-1051	99	13	,	,	PUNCT
ajst-1051	99	14	file	file	VERB
ajst-1051	99	15	storage	storage	NOUN
ajst-1051	99	16	systems	system	NOUN
ajst-1051	99	17	,	,	PUNCT
ajst-1051	99	18	etc	etc	X
ajst-1051	99	19	.	.	X
ajst-1051	99	20	cloud	cloud	NOUN
ajst-1051	99	21	storage	storage	NOUN
ajst-1051	99	22	provides	provide	VERB
ajst-1051	99	23	high	high	ADJ
ajst-1051	99	24	-	-	PUNCT
ajst-1051	99	25	performance	performance	NOUN
ajst-1051	99	26	and	and	CCONJ
ajst-1051	99	27	high	high	ADJ
ajst-1051	99	28	-	-	PUNCT
ajst-1051	99	29	efficiency	efficiency	NOUN
ajst-1051	99	30	data	datum	NOUN
ajst-1051	99	31	storage	storage	NOUN
ajst-1051	99	32	infrastructure	infrastructure	NOUN
ajst-1051	99	33	for	for	ADP
ajst-1051	99	34	campus	campus	NOUN
ajst-1051	99	35	construction	construction	NOUN
ajst-1051	99	36	,	,	PUNCT
ajst-1051	99	37	and	and	CCONJ
ajst-1051	99	38	strongly	strongly	ADV
ajst-1051	99	39	promotes	promote	VERB
ajst-1051	99	40	campus	campus	NOUN
ajst-1051	99	41	informatization	informatization	NOUN
ajst-1051	99	42	.	.	PUNCT
ajst-1051	100	1	acknowledgment	acknowledgment	PROPN
ajst-1051	100	2	fund	fund	NOUN
ajst-1051	100	3	project	project	NOUN
ajst-1051	100	4	:	:	PUNCT
ajst-1051	100	5	scientific	scientific	ADJ
ajst-1051	100	6	research	research	NOUN
ajst-1051	100	7	project	project	NOUN
ajst-1051	100	8	of	of	ADP
ajst-1051	100	9	liuzhou	liuzhou	ADJ
ajst-1051	100	10	city	city	PROPN
ajst-1051	100	11	vocational	vocational	PROPN
ajst-1051	100	12	college	college	PROPN
ajst-1051	100	13	(	(	PUNCT
ajst-1051	100	14	no	no	INTJ
ajst-1051	100	15	.	.	PUNCT
ajst-1051	101	1	2021kyb06	2021kyb06	NUM
ajst-1051	101	2	,	,	PUNCT
ajst-1051	101	3	2020kyb26	2020kyb26	NUM
ajst-1051	101	4	)	)	PUNCT
ajst-1051	101	5	.	.	PUNCT
ajst-1051	102	1	references	reference	NOUN
ajst-1051	103	1	[	[	X
ajst-1051	103	2	1	1	NUM
ajst-1051	103	3	]	]	X
ajst-1051	103	4	roy	roy	PROPN
ajst-1051	103	5	zhang	zhang	PROPN
ajst-1051	103	6	.	.	PUNCT
ajst-1051	103	7	research	research	NOUN
ajst-1051	103	8	on	on	ADP
ajst-1051	103	9	information	information	NOUN
ajst-1051	103	10	convergence	convergence	NOUN
ajst-1051	103	11	cloud	cloud	NOUN
ajst-1051	103	12	storage	storage	NOUN
ajst-1051	103	13	in	in	ADP
ajst-1051	103	14	big	big	ADJ
ajst-1051	103	15	data	datum	NOUN
ajst-1051	103	16	environment	environment	NOUN
ajst-1051	104	1	[	[	X
ajst-1051	104	2	j	j	X
ajst-1051	104	3	]	]	X
ajst-1051	104	4	.	.	PUNCT
ajst-1051	105	1	computer	computer	NOUN
ajst-1051	105	2	programming	programming	NOUN
ajst-1051	105	3	skills	skill	NOUN
ajst-1051	105	4	and	and	CCONJ
ajst-1051	105	5	maintenance,2019(12):97	maintenance,2019(12):97	NOUN
ajst-1051	105	6	-	-	NOUN
ajst-1051	105	7	98	98	NUM
ajst-1051	105	8	.	.	PUNCT
ajst-1051	106	1	[	[	X
ajst-1051	106	2	2	2	X
ajst-1051	106	3	]	]	PUNCT
ajst-1051	106	4	zheng	zheng	PROPN
ajst-1051	106	5	l	l	PROPN
ajst-1051	106	6	,	,	PUNCT
ajst-1051	106	7	ma	ma	PROPN
ajst-1051	106	8	w	w	PROPN
ajst-1051	106	9	,	,	PUNCT
ajst-1051	106	10	zhou	zhou	PROPN
ajst-1051	106	11	zb	zb	PROPN
ajst-1051	106	12	,	,	PUNCT
ajst-1051	106	13	et	et	PROPN
ajst-1051	106	14	al	al	PROPN
ajst-1051	106	15	.	.	PUNCT
ajst-1051	106	16	exploration	exploration	NOUN
ajst-1051	106	17	and	and	CCONJ
ajst-1051	106	18	reflection	reflection	NOUN
ajst-1051	106	19	on	on	ADP
ajst-1051	106	20	the	the	DET
ajst-1051	106	21	innovative	innovative	ADJ
ajst-1051	106	22	development	development	NOUN
ajst-1051	106	23	of	of	ADP
ajst-1051	106	24	digital	digital	ADJ
ajst-1051	106	25	campus	campus	NOUN
ajst-1051	106	26	information	information	NOUN
ajst-1051	106	27	technology	technology	NOUN
ajst-1051	107	1	[	[	X
ajst-1051	107	2	j	j	X
ajst-1051	107	3	]	]	X
ajst-1051	107	4	china	china	PROPN
ajst-1051	107	5	modern	modern	ADJ
ajst-1051	107	6	education	education	NOUN
ajst-1051	107	7	equipment	equipment	NOUN
ajst-1051	107	8	,	,	PUNCT
ajst-1051	107	9	2020	2020	NUM
ajst-1051	107	10	(	(	PUNCT
ajst-1051	107	11	1	1	NUM
ajst-1051	107	12	):	):	PUNCT
ajst-1051	107	13	4	4	NUM
ajst-1051	107	14	-	-	SYM
ajst-1051	107	15	7	7	NUM
ajst-1051	107	16	.	.	PUNCT
ajst-1051	108	1	[	[	X
ajst-1051	108	2	3	3	X
ajst-1051	108	3	]	]	X
ajst-1051	108	4	zhang	zhang	PROPN
ajst-1051	108	5	huanghui	huanghui	PROPN
ajst-1051	108	6	.	.	PUNCT
ajst-1051	109	1	exploring	explore	VERB
ajst-1051	109	2	the	the	DET
ajst-1051	109	3	development	development	NOUN
ajst-1051	109	4	of	of	ADP
ajst-1051	109	5	cloud	cloud	ADJ
ajst-1051	109	6	storage	storage	NOUN
ajst-1051	109	7	technology	technology	NOUN
ajst-1051	109	8	in	in	ADP
ajst-1051	109	9	the	the	DET
ajst-1051	109	10	era	era	NOUN
ajst-1051	109	11	of	of	ADP
ajst-1051	109	12	big	big	ADJ
ajst-1051	109	13	data	datum	NOUN
ajst-1051	110	1	[	[	X
ajst-1051	110	2	j	j	X
ajst-1051	110	3	]	]	X
ajst-1051	110	4	.	.	PUNCT
ajst-1051	111	1	information	information	NOUN
ajst-1051	111	2	recording	record	VERB
ajst-1051	111	3	materials,2020(1):143	materials,2020(1):143	PROPN
ajst-1051	111	4	-	-	PUNCT
ajst-1051	111	5	144	144	NUM
ajst-1051	111	6	.	.	PUNCT
ajst-1051	112	1	[	[	X
ajst-1051	112	2	4	4	NUM
ajst-1051	112	3	]	]	X
ajst-1051	112	4	liu	liu	PROPN
ajst-1051	112	5	yuan	yuan	PROPN
ajst-1051	112	6	.	.	PUNCT
ajst-1051	113	1	research	research	NOUN
ajst-1051	113	2	on	on	ADP
ajst-1051	113	3	cloud	cloud	ADJ
ajst-1051	113	4	storage	storage	NOUN
ajst-1051	113	5	technology	technology	NOUN
ajst-1051	113	6	and	and	CCONJ
ajst-1051	113	7	its	its	PRON
ajst-1051	113	8	application	application	NOUN
ajst-1051	113	9	under	under	ADP
ajst-1051	113	10	big	big	ADJ
ajst-1051	113	11	data	datum	NOUN
ajst-1051	113	12	scenario	scenario	NOUN
ajst-1051	114	1	[	[	X
ajst-1051	114	2	j	j	X
ajst-1051	114	3	]	]	X
ajst-1051	114	4	.	.	PUNCT
ajst-1051	115	1	computer	computer	NOUN
ajst-1051	115	2	engineering	engineering	NOUN
ajst-1051	115	3	application	application	NOUN
ajst-1051	115	4	technology	technology	NOUN
ajst-1051	115	5	,	,	PUNCT
ajst-1051	115	6	2020(9):13	2020(9):13	NUM
ajst-1051	115	7	-	-	SYM
ajst-1051	115	8	15	15	NUM
ajst-1051	115	9	.	.	PUNCT